Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "stream:streams/journals/mlst:"
download as .bib file
@article{DBLP:journals/mlst/BanerjeeAKSBAPMH24,
author = {Pragyan Banerjee and
Shivam Milind Akarte and
Prakhar Kumar and
Muhammad Shamsuzzaman and
Ankit Butola and
Krishna Agarwal and
Dilip K. Prasad and
Frank Melands{\o} and
Anowarul Habib},
title = {High-resolution imaging in acoustic microscopy using deep learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15007},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1c30},
doi = {10.1088/2632-2153/AD1C30},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BanerjeeAKSBAPMH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BarrZFP24,
author = {Jessica Barr and
Giorgio Zicari and
Alessandro Ferraro and
Mauro Paternostro},
title = {Spectral density classification for environment spectroscopy},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15043},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2cf1},
doi = {10.1088/2632-2153/AD2CF1},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BarrZFP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BustardW24,
author = {Chad Bustard and
John F. Wu},
title = {Deep learning cosmic ray transport from density maps of simulated,
turbulent gas},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15028},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad262a},
doi = {10.1088/2632-2153/AD262A},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BustardW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CaiBM24,
author = {Jizhen Cai and
Clotilde Boust and
Alamin Mansouri},
title = {{ATSFCNN:} a novel attention-based triple-stream fused {CNN} model
for hyperspectral image classification},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15024},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1d05},
doi = {10.1088/2632-2153/AD1D05},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CaiBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChakrabortySNPM24,
author = {Tanujit Chakraborty and
Ujjwal Reddy K. S and
Shraddha M. Naik and
Madhurima Panja and
Bayapureddy Manvitha},
title = {Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {11001},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1f77},
doi = {10.1088/2632-2153/AD1F77},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChakrabortySNPM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DemirtasHMSS24,
author = {Mehmet Demirtas and
James Halverson and
Anindita Maiti and
Matthew D. Schwartz and
Keegan Stoner},
title = {Neural network field theories: non-Gaussianity, actions, and locality},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15002},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad17d3},
doi = {10.1088/2632-2153/AD17D3},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DemirtasHMSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DongBP24,
author = {Haiqi Dong and
Amanda S. Barnard and
Amanda J. Parker},
title = {Online meta-learned gradient norms for active learning in science
and technology},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15041},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2e17},
doi = {10.1088/2632-2153/AD2E17},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DongBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/EckhoffR24,
author = {Marco Eckhoff and
Markus Reiher},
title = {CoRe optimizer: an all-in-one solution for machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15018},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1f76},
doi = {10.1088/2632-2153/AD1F76},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/EckhoffR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/EgenlaufRM24,
author = {Patrick Egenlauf and
Patric Rommel and
J{\"{o}}rg Main},
title = {Gaussian-process-regression-based method for the localization of exceptional
points in complex resonance spectra},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15045},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2e16},
doi = {10.1088/2632-2153/AD2E16},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/EgenlaufRM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FanelliG24,
author = {Cristiano Fanelli and
James Giroux},
title = {ELUQuant: event-level uncertainty quantification in deep inelastic
scattering},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15017},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2098},
doi = {10.1088/2632-2153/AD2098},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FanelliG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FreitasBFNOT24,
author = {Osvaldo Gramaxo Freitas and
Juan Calder{\'{o}}n Bustillo and
Jos{\'{e}} A. Font and
Solange Nunes and
Ant{\'{o}}nio Onofre and
Alejandro Torres{-}Forn{\'{e}}},
title = {Comparison of neural network architectures for feature extraction
from binary black hole merger waveforms},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15036},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2972},
doi = {10.1088/2632-2153/AD2972},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FreitasBFNOT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FrohnertN24,
author = {Felix Frohnert and
Evert P. L. van Nieuwenburg},
title = {Explainable representation learning of small quantum states},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15001},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad16a0},
doi = {10.1088/2632-2153/AD16A0},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FrohnertN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FuRC24,
author = {Weizhong Fu and
Weiluo Ren and
Ji Chen},
title = {Variance extrapolation method for neural-network variational Monte
Carlo},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15016},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1f75},
doi = {10.1088/2632-2153/AD1F75},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FuRC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GabelQG24,
author = {Alex Gabel and
Rick Quax and
Efstratios Gavves},
title = {Data-driven Lie point symmetry detection for continuous dynamical
systems},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15037},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2629},
doi = {10.1088/2632-2153/AD2629},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GabelQG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GalarzaO24,
author = {Jose Galarza and
Tamer Oraby},
title = {Functional data learning using convolutional neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15030},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2627},
doi = {10.1088/2632-2153/AD2627},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GalarzaO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GardnerBD24,
author = {John L. A. Gardner and
Kathryn T. Baker and
Volker L. Deringer},
title = {Synthetic pre-training for neural-network interatomic potentials},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15003},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1626},
doi = {10.1088/2632-2153/AD1626},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GardnerBD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GovindODLS24,
author = {Kishan Govind and
Daniela Oliveros and
Antonin Dlouhy and
Marc Legros and
Stefan Sandfeld},
title = {Deep learning of crystalline defects from {TEM} images: a solution
for the problem of 'never enough training data'},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15006},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1a4e},
doi = {10.1088/2632-2153/AD1A4E},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GovindODLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GrauerSLL24,
author = {Jens Grauer and
Fabian Jan Schwarzendahl and
Hartmut L{\"{o}}wen and
Benno Liebchen},
title = {Optimizing collective behavior of communicating active particles with
machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15014},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1c33},
doi = {10.1088/2632-2153/AD1C33},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GrauerSLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Ibebuchi24,
author = {Chibuike Chiedozie Ibebuchi},
title = {Redefining the North Atlantic Oscillation index generation using autoencoder
neural network},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {01},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1c32},
doi = {10.1088/2632-2153/AD1C32},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Ibebuchi24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/IbebuchiOA24,
author = {Chibuike Chiedozie Ibebuchi and
Omon A Obarein and
Itohan{-}Osa Abu},
title = {Application of autoencoders artificial neural network and principal
component analysis for pattern extraction and spatial regionalization
of global temperature data},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15009},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1c34},
doi = {10.1088/2632-2153/AD1C34},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/IbebuchiOA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JaouniARKGK24,
author = {Tareq Jaouni and
S{\"{o}}ren Arlt and
Carlos Ruiz{-}Gonzalez and
Ebrahim Karimi and
Xuemei Gu and
Mario Krenn},
title = {Deep quantum graph dreaming: deciphering neural network insights into
quantum experiments},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15029},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2628},
doi = {10.1088/2632-2153/AD2628},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/JaouniARKGK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JeffreyW24,
author = {Niall Jeffrey and
Benjamin D. Wandelt},
title = {Evidence Networks: simple losses for fast, amortized, neural Bayesian
model comparison},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15008},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1a4d},
doi = {10.1088/2632-2153/AD1A4D},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/JeffreyW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KadhimPP24,
author = {Ali Al Kadhim and
Harrison B. Prosper and
Olivia F. Prosper},
title = {Amortized simulation-based frequentist inference for tractable and
intractable likelihoods},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15020},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad218e},
doi = {10.1088/2632-2153/AD218E},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KadhimPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KhaledyanMOMKBZBP24,
author = {Donya Khaledyan and
Thomas J. Marini and
Avice OConnell and
Steven Meng and
Jonah Kan and
Galen Brennan and
Yu Zhao and
Timothy M. Baran and
Kevin J. Parker},
title = {WATUNet: a deep neural network for segmentation of volumetric sweep
imaging ultrasound},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15042},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2e15},
doi = {10.1088/2632-2153/AD2E15},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KhaledyanMOMKBZBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KirsteinAFWS24,
author = {Tom Kirstein and
Simon A{\ss}mann and
Orkun Furat and
Stefan Will and
Volker Schmidt},
title = {Determination of droplet size from wide-angle light scattering image
data using convolutional neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15049},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2f53},
doi = {10.1088/2632-2153/AD2F53},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KirsteinAFWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LeeWS24,
author = {Taesam Lee and
Chang{-}Hee Won and
Vijay P. Singh},
title = {ML-based regionalization of climate variables to forecast seasonal
precipitation for water resources management},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15019},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1d04},
doi = {10.1088/2632-2153/AD1D04},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LeeWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiLWVSL24,
author = {Jia Li and
Jiangwei Li and
Chenxu Wang and
Fons J. Verbeek and
Tanja Schultz and
Hui Liu},
title = {{MS2OD:} outlier detection using minimum spanning tree and medoid
selection},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15025},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2492},
doi = {10.1088/2632-2153/AD2492},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LiLWVSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LorsungLF24,
author = {Cooper Lorsung and
Zijie Li and
Amir Barati Farimani},
title = {Physics informed token transformer for solving partial differential
equations},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15032},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad27e3},
doi = {10.1088/2632-2153/AD27E3},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LorsungLF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MantiL24,
author = {Simone Manti and
Alessandro Lucantonio},
title = {Discovering interpretable physical models using symbolic regression
and discrete exterior calculus},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15005},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1af2},
doi = {10.1088/2632-2153/AD1AF2},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MantiL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MarinoR24,
author = {Raffaele Marino and
Federico Ricci{-}Tersenghi},
title = {Phase transitions in the mini-batch size for sparse and dense two-layer
neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15015},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1de6},
doi = {10.1088/2632-2153/AD1DE6},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MarinoR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MilderJRF24,
author = {A L. Milder and
Archis S. Joglekar and
Wojciech Rozmus and
Dustin H. Froula},
title = {Qualitative and quantitative enhancement of parameter estimation for
model-based diagnostics using automatic differentiation with an application
to inertial fusion},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15026},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2493},
doi = {10.1088/2632-2153/AD2493},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MilderJRF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MiskovichNCEGMMEER24,
author = {Sara A. Miskovich and
Willie Neiswanger and
William Colocho and
Claudio Emma and
Jacqueline Garrahan and
Timothy Maxwell and
Christopher Mayes and
Stefano Ermon and
Auralee Edelen and
Daniel Ratner},
title = {Multipoint-BAX: a new approach for efficiently tuning particle accelerator
emittance via virtual objectives},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15004},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad169f},
doi = {10.1088/2632-2153/AD169F},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MiskovichNCEGMMEER24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MuccignatBGSW24,
author = {Dale L. Muccignat and
Gregory G. Boyle and
Nathan A Garland and
Peter W. Stokes and
Ronald D. White},
title = {An iterative deep learning procedure for determining electron scattering
cross-sections from transport coefficients},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15047},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2fed},
doi = {10.1088/2632-2153/AD2FED},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MuccignatBGSW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/OzelbasTO24,
author = {Enes Ozelbas and
Emine Elif T{\"{u}}lay and
Serhat Ozekes},
title = {Improving cross-subject classification performance of motor imagery
signals: a data augmentation-focused deep learning framework},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15021},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad200c},
doi = {10.1088/2632-2153/AD200C},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/OzelbasTO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PathanPSS24,
author = {Munir S. Pathan and
S. M. Pradhan and
T. Palani Selvam and
B. K. Sapra},
title = {A multi-stage machine learning algorithm for estimating personal dose
equivalent using thermoluminescent dosimeter},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15011},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1c31},
doi = {10.1088/2632-2153/AD1C31},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PathanPSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PrasadOD24,
author = {Viki Kumar Prasad and
Alberto Otero{-}de{-}la{-}Roza and
Gino Dilabio},
title = {Bridging the gap between high-level quantum chemical methods and deep
learning models},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15035},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad27e1},
doi = {10.1088/2632-2153/AD27E1},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PrasadOD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RajputSBARZPV24,
author = {Kishansingh Rajput and
Malachi Schram and
Willem Blokland and
Yasir Alanazi and
Pradeep Ramuhalli and
Alexander Zhukov and
Charles Peters and
Ricardo Vilalta},
title = {Robust errant beam prognostics with conditional modeling for particle
accelerators},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15044},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2e18},
doi = {10.1088/2632-2153/AD2E18},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RajputSBARZPV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RezasefatH24,
author = {Mohammad Rezasefat and
James D. Hogan},
title = {Prediction of 4D stress field evolution around additive manufacturing-induced
porosity through progressive deep-learning frameworks},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15038},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad290c},
doi = {10.1088/2632-2153/AD290C},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RezasefatH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SanspeurK24,
author = {Rohan Yuri Sanspeur and
John R. Kitchin},
title = {Circumventing data imbalance in magnetic ground state data for magnetic
moment predictions},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15023},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad23fb},
doi = {10.1088/2632-2153/AD23FB},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SanspeurK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SenokosovSSKM24,
author = {Arsenii Senokosov and
Alexander Sedykh and
Asel Sagingalieva and
Basil Kyriacou and
Alexey Melnikov},
title = {Quantum machine learning for image classification},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15040},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2aef},
doi = {10.1088/2632-2153/AD2AEF},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SenokosovSSKM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ShiJZLQZ24,
author = {Baoshun Shi and
Ke Jiang and
Shaolei Zhang and
Qiusheng Lian and
Yanwei Qin and
Yunsong Zhao},
title = {Mud-Net: multi-domain deep unrolling network for simultaneous sparse-view
and metal artifact reduction in computed tomography},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15010},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1b8e},
doi = {10.1088/2632-2153/AD1B8E},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ShiJZLQZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SongXZDS24,
author = {Zhihui Song and
Jinchen Xu and
Xin Zhou and
Xiaodong Ding and
Zheng Shan},
title = {Transforming two-dimensional tensor networks into quantum circuits
for supervised learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15048},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2fec},
doi = {10.1088/2632-2153/AD2FEC},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SongXZDS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SunLLWLLC24,
author = {Xueqin Sun and
Yu Li and
Yihong Li and
Sukai Wang and
Xuan Li and
Ming Lu and
Ping Chen},
title = {Regression transients modeling of solid rocket motor burning surfaces
with physics-guided neural network},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15034},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2973},
doi = {10.1088/2632-2153/AD2973},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SunLLWLLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/UsluOTNBSWTBWS24,
author = {Jan{-}Lucas Uslu and
Taoufiq Ouaj and
David Tebbe and
Alexey Nekrasov and
Jo Henri Bertram and
Marc Sch{\"{u}}tte and
Kenji Watanabe and
Takashi Taniguchi and
Bernd Beschoten and
Lutz Waldecker and
Christoph Stampfer},
title = {An open-source robust machine learning platform for real-time detection
and classification of 2D material flakes},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15027},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2287},
doi = {10.1088/2632-2153/AD2287},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/UsluOTNBSWTBWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ValletiVZK24,
author = {Mani Valleti and
Rama K. Vasudevan and
Maxim A. Ziatdinov and
Sergei V. Kalinin},
title = {Deep kernel methods learn better: from cards to process optimization},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15012},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1a4f},
doi = {10.1088/2632-2153/AD1A4F},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ValletiVZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WangLLS24,
author = {Yanyang Wang and
Wei Li and
Feiyi Liu and
Jianmin Shen},
title = {Supervised and unsupervised learning of {(1+1)} -dimensional even-offspring
branching annihilating random walks},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15033},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad27e2},
doi = {10.1088/2632-2153/AD27E2},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WangLLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WangLWLG24,
author = {Yifan Wang and
Yang Li and
Jiaqi Wang and
Haofeng Lv and
Jinshi Guo},
title = {Sparse optical flow outliers elimination method based on Borda stochastic
neighborhood graph},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15022},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1a50},
doi = {10.1088/2632-2153/AD1A50},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WangLWLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WangZCGR24,
author = {He Wang and
Yue Zhou and
Zhoujian Cao and
Zong{-}Kuan Guo and
Zhixiang Ren},
title = {WaveFormer: transformer-based denoising method for gravitational-wave
data},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15046},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2f54},
doi = {10.1088/2632-2153/AD2F54},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WangZCGR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/XiongLYWZD24,
author = {Haoyi Xiong and
Xuhong Li and
Boyang Yu and
Dongrui Wu and
Zhanxing Zhu and
Dejing Dou},
title = {Stochastic gradient descent with random label noises: doubly stochastic
models and inference stabilizer},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15039},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad13ba},
doi = {10.1088/2632-2153/AD13BA},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/XiongLYWZD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/YuPHMKHY24,
author = {Dayou Yu and
Deep Shankar Pandey and
Joshua Hinz and
Deyan I. Mihaylov and
Valentin V. Karasiev and
S. X. Hu and
Qi Yu},
title = {Deep energy-pressure regression for a thermodynamically consistent
{EOS} model},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15031},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad2626},
doi = {10.1088/2632-2153/AD2626},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/YuPHMKHY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZhaoSCQMS24,
author = {Yu Zhao and
Xiaoyan Shen and
Jiadong Chen and
Wei Qian and
He Ma and
Liang Sang},
title = {{\(\delta\)}ARD loss for low-contrast medical image segmentation},
journal = {Mach. Learn. Sci. Technol.},
volume = {5},
number = {1},
pages = {15013},
year = {2024},
url = {https://doi.org/10.1088/2632-2153/ad1d06},
doi = {10.1088/2632-2153/AD1D06},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZhaoSCQMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AbubekerB23,
author = {K. M. Abubeker and
S. Baskar},
title = {B2-Net: an artificial intelligence powered machine learning framework
for the classification of pneumonia in chest x-ray images},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15036},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc30f},
doi = {10.1088/2632-2153/ACC30F},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AbubekerB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AiXDWSHWLR23,
author = {Pengcheng Ai and
Le Xiao and
Zhi Deng and
Yi Wang and
Xiangming Sun and
Guangming Huang and
Dong Wang and
Yulei Li and
Xinchi Ran},
title = {Label-free timing analysis of SiPM-based modularized detectors with
physics-constrained deep learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45020},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acfd09},
doi = {10.1088/2632-2153/ACFD09},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AiXDWSHWLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AlnuqaydanGP23,
author = {Abdulhakim Alnuqaydan and
Sergei Gleyzer and
Harrison Prosper},
title = {{SYMBA:} symbolic computation of squared amplitudes in high energy
physics with machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15007},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb2b2},
doi = {10.1088/2632-2153/ACB2B2},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AlnuqaydanGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Alshayeji23,
author = {Mohammad H. Alshayeji},
title = {{CAD} system for epileptic seizure detection from {EEG} through image
processing and {SURF-BOF} technique},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45029},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0572},
doi = {10.1088/2632-2153/AD0572},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Alshayeji23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AntilEOV23,
author = {Harbir Antil and
Howard C. Elman and
Akwum Onwunta and
Deepanshu Verma},
title = {A deep neural network approach for parameterized PDEs and Bayesian
inverse problems},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35015},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace67c},
doi = {10.1088/2632-2153/ACE67C},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AntilEOV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AntunesBG23,
author = {Luis M. Antunes and
Keith T. Butler and
Ricardo Grau{-}Crespo},
title = {Predicting thermoelectric transport properties from composition with
attention-based deep learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15037},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc4a9},
doi = {10.1088/2632-2153/ACC4A9},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AntunesBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AxelrodG23,
author = {Simon Axelrod and
Rafael G{\'{o}}mez{-}Bombarelli},
title = {Molecular machine learning with conformer ensembles},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35025},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acefa7},
doi = {10.1088/2632-2153/ACEFA7},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/AxelrodG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BaconTB23,
author = {Philippe Bacon and
Agata Trovato and
Michal Bejger},
title = {Denoising gravitational-wave signals from binary black holes with
a dilated convolutional autoencoder},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35024},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acd90f},
doi = {10.1088/2632-2153/ACD90F},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BaconTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BaiocchiGNSNV23,
author = {Alessandro Baiocchi and
Stefano Giagu and
Christian Napoli and
M. Serra and
Pietro Nardelli and
M. Valleriani},
title = {Artificial neural networks exploiting point cloud data for fragmented
solid objects classification},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45025},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad035e},
doi = {10.1088/2632-2153/AD035E},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BaiocchiGNSNV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BajajMAR23,
author = {Chandrajit Bajaj and
Luke McLennan and
Timothy Andeen and
Avik Roy},
title = {Recipes for when physics fails: recovering robust learning of physics
informed neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15013},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb416},
doi = {10.1088/2632-2153/ACB416},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BajajMAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BaldySJH23,
author = {Nina Baldy and
Nicolas Simon and
Viktor K. Jirsa and
Meysam Hashemi},
title = {Hierarchical Bayesian pharmacometrics analysis of Baclofen for alcohol
use disorder},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35048},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf6aa},
doi = {10.1088/2632-2153/ACF6AA},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BaldySJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BaroneDR23,
author = {Francesco Pio Barone and
Daniele Dell'Aquila and
Marco Russo},
title = {A novel multi-layer modular approach for real-time fuzzy-identification
of gravitational-wave signals},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45054},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad1200},
doi = {10.1088/2632-2153/AD1200},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BaroneDR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BartSRCSSLSKLG23,
author = {Manon P. Bart and
Nicholas J. Savino and
Paras Regmi and
Lior Cohen and
Haleh Safavi and
Harry C. Shaw and
Sanjaya Lohani and
Thomas A. Searles and
Brian T. Kirby and
Hwang Lee and
Ryan T. Glasser},
title = {Deep learning for enhanced free-space optical communications},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45046},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad10cd},
doi = {10.1088/2632-2153/AD10CD},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BartSRCSSLSKLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BermanKS23,
author = {David S. Berman and
Marc S. Klinger and
Alexander G. Stapleton},
title = {Bayesian renormalization},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45011},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0102},
doi = {10.1088/2632-2153/AD0102},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BermanKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BhattooRK23,
author = {Ravinder Bhattoo and
Sayan Ranu and
N. M. Anoop Krishnan},
title = {Learning the dynamics of particle-based systems with Lagrangian graph
neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15003},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb03e},
doi = {10.1088/2632-2153/ACB03E},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BhattooRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BiswasVZK23,
author = {Arpan Biswas and
Rama K. Vasudevan and
Maxim A. Ziatdinov and
Sergei V. Kalinin},
title = {Optimizing training trajectories in variational autoencoders via latent
Bayesian optimization approach \({}^{\mbox{*}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15011},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb316},
doi = {10.1088/2632-2153/ACB316},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BiswasVZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BiswasZK23,
author = {Arpan Biswas and
Maxim A. Ziatdinov and
Sergei V. Kalinin},
title = {Combining variational autoencoders and physical bias for improved
microscopy data analysis \({}^{\mbox{{\({_\ast}\)}}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45004},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf6a9},
doi = {10.1088/2632-2153/ACF6A9},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/BiswasZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BoffiV23,
author = {Nicholas M. Boffi and
Eric Vanden{-}Eijnden},
title = {Probability flow solution of the Fokker-Planck equation},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35012},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace2aa},
doi = {10.1088/2632-2153/ACE2AA},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BoffiV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BoulleD23,
author = {Alexandre Boulle and
A Debelle},
title = {Convolutional neural network analysis of x-ray diffraction data: strain
profile retrieval in ion beam modified materials},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15002},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acab4c},
doi = {10.1088/2632-2153/ACAB4C},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BoulleD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BrigantiL23,
author = {Valerio Briganti and
Alessandro Lunghi},
title = {Efficient generation of stable linear machine-learning force fields
with uncertainty-aware active learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35005},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace418},
doi = {10.1088/2632-2153/ACE418},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BrigantiL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CallowNKC23,
author = {Timothy J. Callow and
Jan Nikl and
Eli Kraisler and
Attila Cangi},
title = {Physics-enhanced neural networks for equation-of-state calculations},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45055},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad13b9},
doi = {10.1088/2632-2153/AD13B9},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CallowNKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CardonaH23,
author = {Juan Esteban Suarez Cardona and
Michael Hecht},
title = {Polynomial differentiation decreases the training time complexity
of physics-informed neural networks and strengthens their approximation
power},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45005},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf97a},
doi = {10.1088/2632-2153/ACF97A},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CardonaH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChallapalliD23,
author = {Jhansi Rani Challapalli and
Nagaraju Devarakonda},
title = {Effectual pre-processing with quantization error elimination in pose
detector with the aid of image-guided progressive graph convolution
network {(IGP-GCN)} for multi-person pose estimation},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25015},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc9fc},
doi = {10.1088/2632-2153/ACC9FC},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChallapalliD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CharkinGorbulinCBDGGHKKRST23,
author = {Anton Charkin{-}Gorbulin and
Kyle Cranmer and
Francesco Armando Di Bello and
Etienne Dreyer and
Sanmay Ganguly and
Eilam Gross and
Lukas Heinrich and
Marumi Kado and
Nilotpal Kakati and
Patrick Rieck and
Lorenzo Santi and
Matteo Tusoni},
title = {Configurable calorimeter simulation for {AI} applications},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35042},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf186},
doi = {10.1088/2632-2153/ACF186},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CharkinGorbulinCBDGGHKKRST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChenJZXPDHC23,
author = {Zhao{-}Min Chen and
Xin Jin and
Xiaoqin Zhang and
Chaoqun Xia and
Zhiyong Pan and
Ruoxi Deng and
Jie Hu and
Heng Chen},
title = {{DIM:} long-tailed object detection and instance segmentation via
dynamic instance memory},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35047},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf362},
doi = {10.1088/2632-2153/ACF362},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChenJZXPDHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChenPPCOCYT23,
author = {Zhantao Chen and
Cheng Peng and
Alexander N. Petsch and
Sathya R. Chitturi and
Alana Okullo and
Sugata Chowdhury and
Chun Hong Yoon and
Joshua J. Turner},
title = {Bayesian experimental design and parameter estimation for ultrafast
spin dynamics},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45056},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad113a},
doi = {10.1088/2632-2153/AD113A},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChenPPCOCYT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChengWPSSLR23,
author = {Yongqiang Cheng and
Geoffrey Wu and
Daniel M. Pajerowski and
Matthew B. Stone and
Andrei T. Savici and
Mingda Li and
Anibal Ramirez{-}Cuesta},
title = {Direct prediction of inelastic neutron scattering spectra from the
crystal structure},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15010},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb315},
doi = {10.1088/2632-2153/ACB315},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChengWPSSLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CiarellaCBDJ23,
author = {Simone Ciarella and
Massimiliano Chiappini and
Emanuele Boattini and
Marjolein Dijkstra and
Liesbeth M. C. Janssen},
title = {Dynamics of supercooled liquids from static averaged quantities using
machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25010},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc7e1},
doi = {10.1088/2632-2153/ACC7E1},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CiarellaCBDJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CiarellaTWZ23,
author = {Simone Ciarella and
Jeanne Trinquier and
Martin Weigt and
Francesco Zamponi},
title = {Machine-learning-assisted Monte Carlo fails at sampling computationally
hard problems},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {10501},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acbe91},
doi = {10.1088/2632-2153/ACBE91},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CiarellaTWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CiprijanovicLPMNPW23,
author = {Aleksandra Ciprijanovic and
Ashia Lewis and
Kevin Pedro and
Sandeep Madireddy and
Brian Nord and
Gabriel N. Perdue and
Stefan M. Wild},
title = {DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey
galaxy morphology classification and anomaly detection},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25013},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acca5f},
doi = {10.1088/2632-2153/ACCA5F},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CiprijanovicLPMNPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CoccaroBGRS23,
author = {Andrea Coccaro and
Francesco Armando Di Bello and
Stefano Giagu and
Lucrezia Rambelli and
Nicola Stocchetti},
title = {Fast neural network inference on FPGAs for triggering on long-lived
particles at colliders},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45040},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad087a},
doi = {10.1088/2632-2153/AD087A},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CoccaroBGRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CongF23,
author = {Guojing Cong and
Victor Fung},
title = {Improving materials property predictions for graph neural networks
with minimal feature engineering \({}^{\mbox{*}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35030},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acefab},
doi = {10.1088/2632-2153/ACEFAB},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/CongF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CornacchiaMVGLZ23,
author = {Elisabetta Cornacchia and
Francesca Mignacco and
Rodrigo Veiga and
C{\'{e}}dric Gerbelot and
Bruno Loureiro and
Lenka Zdeborov{\'{a}}},
title = {Learning curves for the multi-class teacher-student perceptron},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15019},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb428},
doi = {10.1088/2632-2153/ACB428},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/CornacchiaMVGLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CorriasPSBGSSDRF23,
author = {Marco Corrias and
Lorenzo Papa and
Igor Sokolovic and
Viktor Birschitzky and
Alexander Gorfer and
Martin Setvin and
Michael Schmid and
Ulrike Diebold and
Michele Reticcioli and
Cesare Franchini},
title = {Automated real-space lattice extraction for atomic force microscopy
images},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15015},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb5e0},
doi = {10.1088/2632-2153/ACB5E0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CorriasPSBGSSDRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CretuTTDLV23,
author = {Miruna T. Cretu and
Alessandra Toniato and
Amol Thakkar and
Amin A Debabeche and
Teodoro Laino and
Alain C. Vaucher},
title = {Standardizing chemical compounds with language models},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35014},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace878},
doi = {10.1088/2632-2153/ACE878},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CretuTTDLV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CrippaCCCP23,
author = {Martina Crippa and
Annalisa Cardellini and
Matteo Cioni and
G{\'{a}}bor Cs{\'{a}}nyi and
Giovanni M. Pavan},
title = {Machine learning of microscopic structure-dynamics relationships in
complex molecular systems},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45044},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0fa5},
doi = {10.1088/2632-2153/AD0FA5},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CrippaCCCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CuiLKZ23,
author = {Hugo Cui and
Bruno Loureiro and
Florent Krzakala and
Lenka Zdeborov{\'{a}}},
title = {Error scaling laws for kernel classification under source and capacity
conditions},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35033},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf041},
doi = {10.1088/2632-2153/ACF041},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CuiLKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DaiK23,
author = {J. Dai and
Roman V. Krems},
title = {Neural network Gaussian processes as efficient models of potential
energy surfaces for polyatomic molecules},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45027},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0652},
doi = {10.1088/2632-2153/AD0652},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DaiK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DalyFHT23,
author = {Gregory A. Daly and
Jonathan E. Fieldsend and
Graham Hassall and
Gavin R. Tabor},
title = {Data-driven plasma modelling: surrogate collisional radiative models
of fluorocarbon plasmas from deep generative autoencoders},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35035},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/aced7f},
doi = {10.1088/2632-2153/ACED7F},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DalyFHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DiazVJC23,
author = {Emiliano Diaz and
Gherardo Varando and
Juan Emmanuel Johnson and
Gustau Camps{-}Valls},
title = {Learning latent functions for causal discovery},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35004},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace151},
doi = {10.1088/2632-2153/ACE151},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/DiazVJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DiefenbacherEGKKKMR23,
author = {Sascha Diefenbacher and
Engin Eren and
Frank Gaede and
Gregor Kasieczka and
Anatolii Korol and
Katja Kr{\"{u}}ger and
Peter McKeown and
Lennart Rustige},
title = {New angles on fast calorimeter shower simulation},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35044},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acefa9},
doi = {10.1088/2632-2153/ACEFA9},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DiefenbacherEGKKKMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DingCBM23,
author = {Yongcheng Ding and
Xi Chen and
Jos{\'{e}} Rafael Magdalena Benedicto and
Jos{\'{e}} D. Mart{\'{\i}}n{-}Guerrero},
title = {Closed-loop control of a noisy qubit with reinforcement learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25020},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acd048},
doi = {10.1088/2632-2153/ACD048},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DingCBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DingeldeinCC23,
author = {Lars Dingeldein and
Pilar Cossio and
Roberto Covino},
title = {Simulation-based inference of single-molecule force spectroscopy},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25009},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc8b8},
doi = {10.1088/2632-2153/ACC8B8},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DingeldeinCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DuWWW23,
author = {Congcong Du and
Xuan Wang and
Zhangsen Wang and
Da{-}Hui Wang},
title = {Data-driven dynamics reconstruction using {RBF} network \({}^{\mbox{*}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45016},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acec31},
doi = {10.1088/2632-2153/ACEC31},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/DuWWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DuarteLRZHDHKKKKMNPQRZ23,
author = {Javier M. Duarte and
Haoyang Li and
Avik Roy and
Ruike Zhu and
E. A. Huerta and
Daniel Diaz and
Philip C. Harris and
Raghav Kansal and
Daniel S. Katz and
Ishaan H. Kavoori and
Volodymyr V. Kindratenko and
Farouk Mokhtar and
Mark S. Neubauer and
Sang Eon Park and
Melissa Quinnan and
Roger Rusack and
Zhizhen Zhao},
title = {{FAIR} {AI} models in high energy physics},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45062},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad12e3},
doi = {10.1088/2632-2153/AD12E3},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DuarteLRZHDHKKKKMNPQRZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DuffieldBR23,
author = {Samuel Duffield and
Marcello Benedetti and
Matthias Rosenkranz},
title = {Bayesian learning of parameterised quantum circuits},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25007},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc8b7},
doi = {10.1088/2632-2153/ACC8B7},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DuffieldBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DuranthonZ23,
author = {Odilon Duranthon and
Lenka Zdeborov{\'{a}}},
title = {Neural-prior stochastic block model},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35017},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace60f},
doi = {10.1088/2632-2153/ACE60F},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DuranthonZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/EkahanaWSTMAS23,
author = {Sandy Adhitia Ekahana and
Genta Indra Winata and
Y. Soh and
Anna Tamai and
Radovic Milan and
Gabriel Aeppli and
Ming Shi},
title = {Transfer learning application of self-supervised learning in {ARPES}},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35021},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/aced7d},
doi = {10.1088/2632-2153/ACED7D},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/EkahanaWSTMAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/EmamiPLBJ23,
author = {Patrick Emami and
Aidan Perreault and
Jeffrey N. Law and
David Biagioni and
Peter C. St. John},
title = {Plug {\&} play directed evolution of proteins with gradient-based
discrete {MCMC}},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25014},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/accacd},
doi = {10.1088/2632-2153/ACCACD},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/EmamiPLBJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FabregatHernandezPB23,
author = {Ares Fabregat{-}Hern{\'{a}}ndez and
Javier Palanca and
Vicent J. Botti},
title = {Exploring explainable {AI:} category theory insights into machine
learning algorithms},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45061},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad1534},
doi = {10.1088/2632-2153/AD1534},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FabregatHernandezPB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FalknerCRGD23,
author = {Sebastian Falkner and
Alessandro Coretti and
Salvatore Romano and
Phillip L. Geissler and
Christoph Dellago},
title = {Conditioning Boltzmann generators for rare event sampling},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35050},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf55c},
doi = {10.1088/2632-2153/ACF55C},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FalknerCRGD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FallerAEME23,
author = {Josua Faller and
Narbota Amanova and
Ruben E. van Engen and
J{\"{o}}rg Martin and
Clemens Elster},
title = {About the generalizability of deep learning based image quality assessment
in mammography},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45001},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf914},
doi = {10.1088/2632-2153/ACF914},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FallerAEME23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FediaiRPWF23,
author = {Artem Fediai and
Patrick Reiser and
Jorge Enrique Olivares Pe{\~{n}}a and
Wolfgang Wenzel and
Pascal Friederich},
title = {Interpretable delta-learning of {GW} quasiparticle energies from {GGA-DFT}},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35045},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf545},
doi = {10.1088/2632-2153/ACF545},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/FediaiRPWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FolieH23,
author = {Brendan Folie and
Maxwell Hutchinson},
title = {Multivariate prediction intervals for bagged models},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15022},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb9d5},
doi = {10.1088/2632-2153/ACB9D5},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FolieH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FuWSLXODSH23,
author = {Nihang Fu and
Lai Wei and
Yuqi Song and
Qinyang Li and
Rui Xin and
Sadman Sadeed Omee and
Rongzhi Dong and
Edirisuriya M. Dilanga Siriwardane and
Jianjun Hu},
title = {Material transformers: deep learning language models for generative
materials design},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15001},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acadcd},
doi = {10.1088/2632-2153/ACADCD},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/FuWSLXODSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GambiniMJS23,
author = {Laura Gambini and
Tiarnan Mullarkey and
Lewys Jones and
Stefano Sanvito},
title = {Machine-learning approach for quantified resolvability enhancement
of low-dose {STEM} data},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15025},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acbb52},
doi = {10.1088/2632-2153/ACBB52},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GambiniMJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GerwenWLC23,
author = {Puck van Gerwen and
Matthew D. Wodrich and
Rub{\'{e}}n Laplaza and
Cl{\'{e}}mence Corminboeuf},
title = {Reply to Comment on 'Physics-based representations for machine learning
properties of chemical reactions'},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {48002},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acee43},
doi = {10.1088/2632-2153/ACEE43},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GerwenWLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GronroosPC23,
author = {Sonja Gr{\"{o}}nroos and
Maurizio Pierini and
Nadezda Chernyavskaya},
title = {Automated visual inspection of {CMS} {HGCAL} silicon sensor surface
using an ensemble of a deep convolutional autoencoder and classifier},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35028},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/aced7e},
doi = {10.1088/2632-2153/ACED7E},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GronroosPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GrossoLLPRRWZ23,
author = {Gaia Grosso and
Nicol{\`{o}} Lai and
Marco Letizia and
Jacopo Pazzini and
Marco Rando and
Lorenzo Rosasco and
Andrea Wulzer and
Marco Zanetti},
title = {Fast kernel methods for data quality monitoring as a goodness-of-fit
test},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35029},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acebb7},
doi = {10.1088/2632-2153/ACEBB7},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/GrossoLLPRRWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GruichMWG23,
author = {Cameron J. Gruich and
Varun Madhavan and
Yixin Wang and
Bryan R. Goldsmith},
title = {Clarifying trust of materials property predictions using neural networks
with distribution-specific uncertainty quantification},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25019},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/accace},
doi = {10.1088/2632-2153/ACCACE},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GruichMWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HanadaLRT23,
author = {Masanori Hanada and
Junyu Liu and
Enrico Rinaldi and
Masaki Tezuka},
title = {Estimating truncation effects of quantum bosonic systems using sampling
algorithms},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45021},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad035c},
doi = {10.1088/2632-2153/AD035C},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HanadaLRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HanczarSHKTCS23,
author = {Gergely Hancz{\'{a}}r and
Marcell Stippinger and
D{\'{a}}vid Han{\'{a}}k and
Marcell T. Kurbucz and
Oliv{\'{e}}r M. T{\"{o}}rteli and
{\'{A}}gnes Chripk{\'{o}} and
Zolt{\'{a}}n Somogyv{\'{a}}ri},
title = {Feature space reduction method for ultrahigh-dimensional, multiclass
data: random forest-based multiround screening {(RFMS)}},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45012},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad020e},
doi = {10.1088/2632-2153/AD020E},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HanczarSHKTCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HaqYD23,
author = {M. I K. Haq and
Intan Nurma Yulita and
I A Dharmawan},
title = {A study of transfer learning in digital rock properties measurement},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35034},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf117},
doi = {10.1088/2632-2153/ACF117},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HaqYD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HaugSK23,
author = {Tobias Haug and
Chris N. Self and
M. S. Kim},
title = {Quantum machine learning of large datasets using randomized measurements},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15005},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb0b4},
doi = {10.1088/2632-2153/ACB0B4},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HaugSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HinzML23,
author = {Florian B. Hinz and
Amr H. Mahmoud and
Markus A. Lill},
title = {Prediction of molecular field points using SE(3)-transformer model},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35016},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace67b},
doi = {10.1088/2632-2153/ACE67B},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HinzML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HouY23,
author = {Wanda Hou and
Yi{-}Zhuang You},
title = {Machine learning renormalization group for statistical physics},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45010},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0101},
doi = {10.1088/2632-2153/AD0101},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/HouY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HyK23,
author = {Truong Son Hy and
Risi Kondor},
title = {Multiresolution equivariant graph variational autoencoder},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15031},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc0d8},
doi = {10.1088/2632-2153/ACC0D8},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HyK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HyunJNKJL23,
author = {Chang Min Hyun and
Tae Jun Jang and
Jeongchan Nam and
Hyeuknam Kwon and
Kiwan Jeon and
Kyounghun Lee},
title = {Machine learning-based signal quality assessment for cardiac volume
monitoring in electrical impedance tomography},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15034},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc637},
doi = {10.1088/2632-2153/ACC637},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HyunJNKJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/IouchtchenkoGPM23,
author = {Dmitri Iouchtchenko and
J{\'{e}}r{\^{o}}me F. Gonthier and
Alejandro Perdomo{-}Ortiz and
Roger G. Melko},
title = {Neural network enhanced measurement efficiency for molecular groundstates},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15016},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb4df},
doi = {10.1088/2632-2153/ACB4DF},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/IouchtchenkoGPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JacobsGM23,
author = {Ryan Jacobs and
Philip E. Goins and
Dane Morgan},
title = {Role of multifidelity data in sequential active learning materials
discovery campaigns: case study of electronic bandgap},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45060},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad1627},
doi = {10.1088/2632-2153/AD1627},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/JacobsGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JadhavSM23,
author = {Shreejit Jadhav and
Mihir Shrivastava and
Sanjit Mitra},
title = {Towards a robust and reliable deep learning approach for detection
of compact binary mergers in gravitational wave data},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45028},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0938},
doi = {10.1088/2632-2153/AD0938},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/JadhavSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JiaZLLS23,
author = {Dongni Jia and
Xiaofeng Zhou and
Shuai Li and
Shurui Liu and
Haibo Shi},
title = {Governing equation discovery based on causal graph for nonlinear dynamic
systems},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45008},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acffa4},
doi = {10.1088/2632-2153/ACFFA4},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/JiaZLLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JiangWSCXL23,
author = {Maowei Jiang and
Kai Wang and
Yue Sun and
Wenbo Chen and
Bingjie Xia and
Ruiqi Li},
title = {{MLGN:} multi-scale local-global feature learning network for long-term
series forecasting},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45059},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad1436},
doi = {10.1088/2632-2153/AD1436},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/JiangWSCXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JoglekarT23,
author = {Archis S. Joglekar and
Alexander G. R. Thomas},
title = {Machine learning of hidden variables in multiscale fluid simulation},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35049},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf81a},
doi = {10.1088/2632-2153/ACF81A},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/JoglekarT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JungMI23,
author = {Gang Seob Jung and
Hunjoo Myung and
Stephan Irle},
title = {Artificial neural network potentials for mechanics and fracture dynamics
of two-dimensional crystals \({}^{\mbox{**}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35001},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/accd45},
doi = {10.1088/2632-2153/ACCD45},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/JungMI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KashifA23,
author = {Muhammad Kashif and
Saif M. Al{-}Kuwari},
title = {The impact of cost function globality and locality in hybrid quantum
neural networks on {NISQ} devices},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15004},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb12f},
doi = {10.1088/2632-2153/ACB12F},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KashifA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KaurFC23,
author = {Harpreet Kaur and
Thomas Franosch and
Michele Caraglio},
title = {Adaptive active Brownian particles searching for targets of unknown
positions},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35008},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace6f4},
doi = {10.1088/2632-2153/ACE6F4},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KaurFC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KedzioraMRG23,
author = {David Jacob Kedziora and
Anna Musial and
Wojciech Rudno{-}Rudzinski and
Bogdan Gabrys},
title = {Harnessing data augmentation to quantify uncertainty in the early
estimation of single-photon source quality},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45042},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0d11},
doi = {10.1088/2632-2153/AD0D11},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KedzioraMRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KhandokerAH23,
author = {Shoummo Ahsan Khandoker and
Jawaril Munshad Abedin and
Mohamed Hibat{-}Allah},
title = {Supplementing recurrent neural networks with annealing to solve combinatorial
optimization problems},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15026},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb895},
doi = {10.1088/2632-2153/ACB895},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KhandokerAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KhodaRLHHHKLPRSVW23,
author = {Elham E Khoda and
Dylan S. Rankin and
Rafael Teixeira de Lima and
Philip C. Harris and
Scott Hauck and
Shih{-}Chieh Hsu and
Michael Kagan and
Vladimir Loncar and
Chaitanya Paikara and
Richa Rao and
Sioni Summers and
Caterina Vernieri and
Aaron Wang},
title = {Ultra-low latency recurrent neural network inference on FPGAs for
physics applications with hls4ml},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25004},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc0d7},
doi = {10.1088/2632-2153/ACC0D7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KhodaRLHHHKLPRSVW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KhotNR23,
author = {Ayush Khot and
Mark S. Neubauer and
Avik Roy},
title = {A detailed study of interpretability of deep neural network based
top taggers},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35003},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace0a1},
doi = {10.1088/2632-2153/ACE0A1},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KhotNR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KimKLY23,
author = {Dongyeon Kim and
Yejin Kan and
Seungmin Lee and
Gangman Yi},
title = {Parameter-free basis allocation for efficient multiple metric learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45049},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad113b},
doi = {10.1088/2632-2153/AD113B},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KimKLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KimKRS23,
author = {Myeonghyeon Kim and
Junhwan Kwon and
Tenzin Rabga and
Yong{-}il Shin},
title = {Vortex detection in atomic Bose-Einstein condensates using neural
networks trained on synthetic images},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45017},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad03ad},
doi = {10.1088/2632-2153/AD03AD},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KimKRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KimLS23,
author = {Insoo Kim and
Minhyeok Lee and
Junhee Seok},
title = {{ICEGAN:} inverse covariance estimating generative adversarial network},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25008},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc638},
doi = {10.1088/2632-2153/ACC638},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KimLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KitouniNW23,
author = {Ouail Kitouni and
Niklas Nolte and
Mike Williams},
title = {Robust and provably monotonic networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35020},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/aced80},
doi = {10.1088/2632-2153/ACED80},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KitouniNW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KlawohnKB23,
author = {Sascha Klawohn and
James R. Kermode and
Albert P. Bart{\'{o}}k},
title = {Massively parallel fitting of Gaussian approximation potentials},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15020},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/aca743},
doi = {10.1088/2632-2153/ACA743},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KlawohnKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KollaP23,
author = {Bhavannarayanna Kolla and
Venugopal P.},
title = {Breast cancer diagnosis through knowledge distillation of Swin transformer-based
teacher-student models},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45047},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad10cc},
doi = {10.1088/2632-2153/AD10CC},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KollaP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KolloffO23,
author = {Christopher Kolloff and
Simon Olsson},
title = {Rescuing off-equilibrium simulation data through dynamic experimental
data with dynAMMo},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45050},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad10ce},
doi = {10.1088/2632-2153/AD10CE},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KolloffO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KordzanganehSFM23,
author = {Mohammad Kordzanganeh and
Pavel Sekatski and
Leonid Fedichkin and
Alexey Melnikov},
title = {An exponentially-growing family of universal quantum circuits},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35036},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace757},
doi = {10.1088/2632-2153/ACE757},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KordzanganehSFM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KrosuriS23,
author = {Lakshmi Revathi Krosuri and
Aravapalli Rama Satish},
title = {Novel heuristic-based hybrid ResNeXt with recurrent neural network
to handle multi class classification of sentiment analysis},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15033},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc0d5},
doi = {10.1088/2632-2153/ACC0D5},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KrosuriS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LarranagaBMCP23,
author = {Ana Larra{\~{n}}aga and
Steven L. Brunton and
Javier Mart{\'{\i}}nez and
Sergio Chapela and
Jacobo Porteiro},
title = {Data-driven prediction of the performance of enhanced surfaces from
an extensive CFD-generated parametric search space},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25012},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acca60},
doi = {10.1088/2632-2153/ACCA60},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/LarranagaBMCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LazinSSW23,
author = {Marjuka F. Lazin and
Christian R. Shelton and
Simon N. Sandhofer and
Bryan M. Wong},
title = {High-dimensional multi-fidelity Bayesian optimization for quantum
control},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45014},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0100},
doi = {10.1088/2632-2153/AD0100},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LazinSSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LeeLJ23,
author = {Dongjin Lee and
Seong{-}Heon Lee and
Jae{-}Hun Jung},
title = {The effects of topological features on convolutional neural networks
- an explanatory analysis via Grad-CAM},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35019},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace6f3},
doi = {10.1088/2632-2153/ACE6F3},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LeeLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LeeP23,
author = {Changwon Lee and
Daniel K. Park},
title = {Scalable quantum measurement error mitigation via conditional independence
and transfer learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45051},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad1007},
doi = {10.1088/2632-2153/AD1007},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LeeP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LemmRL23,
author = {Dominik Lemm and
Guido Falk von Rudorff and
O. Anatole von Lilienfeld},
title = {Improved decision making with similarity based machine learning: applications
in chemistry},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45043},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0fa3},
doi = {10.1088/2632-2153/AD0FA3},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LemmRL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LemosCAHEMYH23,
author = {Pablo Lemos and
Miles D. Cranmer and
Muntazir Abidi and
ChangHoon Hahn and
Michael Eickenberg and
Elena Massara and
David Yallup and
Shirley Ho},
title = {Robust simulation-based inference in cosmology with Bayesian neural
networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {01},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acbb53},
doi = {10.1088/2632-2153/ACBB53},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LemosCAHEMYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LemosJCHB23,
author = {Pablo Lemos and
Niall Jeffrey and
Miles D. Cranmer and
Shirley Ho and
Peter W. Battaglia},
title = {Rediscovering orbital mechanics with machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45002},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acfa63},
doi = {10.1088/2632-2153/ACFA63},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/LemosJCHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiangLXCYAH23,
author = {Xiao Liang and
Mingfan Li and
Qian Xiao and
Junshi Chen and
Chao Yang and
Hong An and
Lixin He},
title = {Deep learning representations for quantum many-body systems on heterogeneous
hardware},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15035},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc56a},
doi = {10.1088/2632-2153/ACC56A},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LiangLXCYAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiangSZLY23,
author = {Senwei Liang and
Aditya N. Singh and
Yuanran Zhu and
David T. Limmer and
Chao Yang},
title = {Probing reaction channels via reinforcement learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45003},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acfc33},
doi = {10.1088/2632-2153/ACFC33},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LiangSZLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LinLH23,
author = {Min{-}Ruei Lin and
Wan{-}Ju Li and
Shin{-}Ming Huang},
title = {Quaternion-based machine learning on topological quantum systems},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15032},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc0d6},
doi = {10.1088/2632-2153/ACC0D6},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LinLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LinLLFLH23,
author = {Eric Lin and
Boyuan Liu and
Leann Lac and
Daryl L. X. Fung and
Carson K. Leung and
Pingzhao Hu},
title = {scGMM-VGAE: a Gaussian mixture model-based variational graph autoencoder
algorithm for clustering single-cell RNA-seq data},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35013},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acd7c3},
doi = {10.1088/2632-2153/ACD7C3},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/LinLLFLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LinanderBYM23,
author = {Hampus Linander and
Oleksandr Balabanov and
Henry Yang and
Bernhard Mehlig},
title = {Looking at the posterior: accuracy and uncertainty of neural-network
predictions},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45032},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0ab4},
doi = {10.1088/2632-2153/AD0AB4},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LinanderBYM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiuZOCCTGH23,
author = {Junyu Liu and
Changchun Zhong and
Matthew Otten and
Anirban Chandra and
Cristian L. Cortes and
Chaoyang Ti and
Stephen K. Gray and
Xu Han},
title = {Quantum Kerr learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25003},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc726},
doi = {10.1088/2632-2153/ACC726},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LiuZOCCTGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LopezPiqueresCP23,
author = {Javier Lopez{-}Piqueres and
Jing Chen and
Alejandro Perdomo{-}Ortiz},
title = {Symmetric tensor networks for generative modeling and constrained
combinatorial optimization},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35009},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace0f5},
doi = {10.1088/2632-2153/ACE0F5},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LopezPiqueresCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LuceMWM23,
author = {Alexander Luce and
Ali Mahdavi and
Heribert Wankerl and
Florian Marquardt},
title = {Investigation of inverse design of multilayer thin-films with conditional
invertible neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15014},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb48d},
doi = {10.1088/2632-2153/ACB48D},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LuceMWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ManekGGNSW23,
author = {Petr M{\'{a}}nek and
Graham W. Van Goffrier and
Vignesh Gopakumar and
Nikolaos Nikolaou and
Jonathan Shimwell and
Ingo P. Waldmann},
title = {Fast regression of the tritium breeding ratio in fusion reactors},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15008},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb2b3},
doi = {10.1088/2632-2153/ACB2B3},
timestamp = {Tue, 26 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/ManekGGNSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/McKelvyNMMFLWKM23,
author = {James A. McKelvy and
Irina Novikova and
Eugeniy E. Mikhailov and
Mario A. Maldonado and
Isaac Fan and
Yang Li and
Ying{-}Ju Wang and
John Kitching and
Andrey Matsko},
title = {Application of kernel principal component analysis for optical vector
atomic magnetometry},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45048},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0fa4},
doi = {10.1088/2632-2153/AD0FA4},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/McKelvyNMMFLWKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MelchingSB23,
author = {David Melching and
Erik Schultheis and
Eric Breitbarth},
title = {Generating artificial displacement data of cracked specimen using
physics-guided adversarial networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45063},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad15b2},
doi = {10.1088/2632-2153/AD15B2},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MelchingSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MensaSTBT23,
author = {Stefano Mensa and
Mustafa Emre Sahin and
Francesco Tacchino and
Panagiotis Kl. Barkoutsos and
Ivano Tavernelli},
title = {Quantum machine learning framework for virtual screening in drug discovery:
a prospective quantum advantage},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15023},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb900},
doi = {10.1088/2632-2153/ACB900},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/MensaSTBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MilsonTOCAL23,
author = {Nicholas Milson and
Arina Tashchilina and
T. Ooi and
Anna Czarnecka and
Z. F. Ahmad and
Lindsay J. LeBlanc},
title = {High-dimensional reinforcement learning for optimization and control
of ultracold quantum gases},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45057},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad1437},
doi = {10.1088/2632-2153/AD1437},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MilsonTOCAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Miyazaki23,
author = {Yu Miyazaki},
title = {Equivariant neural networks for spin dynamics simulations of itinerant
magnets},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45006},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acffa2},
doi = {10.1088/2632-2153/ACFFA2},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Miyazaki23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MolinaOT23,
author = {John J. Molina and
Kenta Ogawa and
Takashi Taniguchi},
title = {Stokesian processes : inferring Stokes flows using physics-informed
Gaussian processes},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45013},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0286},
doi = {10.1088/2632-2153/AD0286},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MolinaOT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MoschouHPMMV23,
author = {S. P. Moschou and
Elliot Hicks and
R. Y. Parekh and
D. Mathew and
S. Majumdar and
Nektarios Vlahakis},
title = {Physics-informed neural networks for modeling astrophysical shocks},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35032},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf116},
doi = {10.1088/2632-2153/ACF116},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MoschouHPMMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/NikoloskaSBV23,
author = {Ivana Nikoloska and
Osvaldo Simeone and
Leonardo Banchi and
Petar Velickovic},
title = {Time-warping invariant quantum recurrent neural networks via quantum-classical
adaptive gating},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45038},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acff39},
doi = {10.1088/2632-2153/ACFF39},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/NikoloskaSBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/OlivaresPilonEQA23,
author = {Horacio Olivares{-}Pil{\'{o}}n and
Adrian M. Escobar{-}Ruiz and
Mario Alan Quiroz{-}Ju{\'{a}}rez and
Norberto Aquino},
title = {Confined hydrogen atom: endohedrals H@C\({}_{\mbox{36}}\) and H@C\({}_{\mbox{60}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15024},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb901},
doi = {10.1088/2632-2153/ACB901},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/OlivaresPilonEQA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/OrzariCCDCGKPTT23,
author = {Breno Orzari and
Nadezda Chernyavskaya and
Raphael C{\'{o}}be and
Javier M. Duarte and
Jefferson F. Coelho and
Dimitrios Gunopulos and
Raghav Kansal and
Maurizio Pierini and
Thiago Tomei and
Mary Touranakou},
title = {{LHC} hadronic jet generation using convolutional variational autoencoders
with normalizing flows},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45023},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad04ea},
doi = {10.1088/2632-2153/AD04EA},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/OrzariCCDCGKPTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/OualaCCGF23,
author = {Said Ouala and
Bertrand Chapron and
Fabrice Collard and
Lucile Gaultier and
Ronan Fablet},
title = {Extending the extended dynamic mode decomposition with latent observables:
the latent {EDMD} framework},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25018},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acccd6},
doi = {10.1088/2632-2153/ACCCD6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/OualaCCGF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/OzdemirOGGE23,
author = {Mehmet Akif {\"{O}}zdemir and
Gizem Dilara Ozdemir and
Merve Gul and
Onan G{\"{u}}ren and
Utku Kursat Ercan},
title = {Machine learning to predict the antimicrobial activity of cold atmospheric
plasma-activated liquids},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15030},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc1c0},
doi = {10.1088/2632-2153/ACC1C0},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/OzdemirOGGE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ParkHP23,
author = {Gunhee Park and
Joonsuk Huh and
Daniel K. Park},
title = {Variational quantum one-class classifier},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15006},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acafd5},
doi = {10.1088/2632-2153/ACAFD5},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ParkHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PirasPPLGN23,
author = {Davide Piras and
Hiranya V. Peiris and
Andrew Pontzen and
Luisa Lucie{-}Smith and
Ningyuan Guo and
Brian Nord},
title = {A robust estimator of mutual information for deep learning interpretability},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25006},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc444},
doi = {10.1088/2632-2153/ACC444},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PirasPPLGN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PolatA23,
author = {Aydin G{\"{o}}ze Polat and
Ferda Nur Alpaslan},
title = {The reusability prior: comparing deep learning models without training},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25011},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc713},
doi = {10.1088/2632-2153/ACC713},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PolatA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Qiu23,
author = {Yun{-}Zhong Qiu},
title = {Universal adversarial perturbations for multiple classification tasks
with quantum classifiers},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45009},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acffa3},
doi = {10.1088/2632-2153/ACFFA3},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Qiu23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RackersTGS23,
author = {Joshua A. Rackers and
Lucas Tecot and
Mario Geiger and
Tess E. Smidt},
title = {A recipe for cracking the quantum scaling limit with machine learned
electron densities},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15027},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb314},
doi = {10.1088/2632-2153/ACB314},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RackersTGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RaduD23,
author = {Adrian Radu and
Carlos A Duque},
title = {Deep learning neural network for approaching Schr{\"{o}}dinger
problems with arbitrary two-dimensional confinement},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35046},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf55b},
doi = {10.1088/2632-2153/ACF55B},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RaduD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RaghunathanN23,
author = {Shampa Raghunathan and
Sai Ajay Kashyap Nakirikanti},
title = {Intramolecular proton transfer reaction dynamics using machine-learned
ab initio potential energy surfaces},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35006},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acdbbc},
doi = {10.1088/2632-2153/ACDBBC},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/RaghunathanN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RahimifarWGRGT23,
author = {Mohammad Mehdi Rahimifar and
Quentin Wingering and
Berthi{\'{e}} Gouin{-}Ferland and
Hamza Ezzaoui Rahali and
Charles{-}{\'{E}}tienne Granger and
Audrey C. Therrien},
title = {Exploring machine learning to hardware implementations for large data
rate x-ray instrumentation},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45035},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0d12},
doi = {10.1088/2632-2153/AD0D12},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RahimifarWGRGT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RenLXYW23,
author = {Zuoting Ren and
Shichao Li and
Perry Xiao and
Xiaopeng Yang and
Hongtao Wang},
title = {Artificial intelligent identification of apatite fission tracks based
on machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45039},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0e17},
doi = {10.1088/2632-2153/AD0E17},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RenLXYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RezasefatH23,
author = {Mohammad Rezasefat and
James D. Hogan},
title = {A finite element-convolutional neural network model {(FE-CNN)} for
stress field analysis around arbitrary inclusions},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45052},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad134a},
doi = {10.1088/2632-2153/AD134A},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RezasefatH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RiP23,
author = {Song Jin Ri and
Pavel Putrov},
title = {Graph Neural Networks and 3-dimensional topology},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35026},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf097},
doi = {10.1088/2632-2153/ACF097},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RiP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RodriguesAH23,
author = {Nat{\'{a}}lia V. N. Rodrigues and
L. Raul Abramo and
Nina S. T. Hirata},
title = {The information of attribute uncertainties: what convolutional neural
networks can learn about errors in input data},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45019},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0285},
doi = {10.1088/2632-2153/AD0285},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RodriguesAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RosofskyH23,
author = {Shawn G. Rosofsky and
E. A. Huerta},
title = {Magnetohydrodynamics with physics informed neural operators},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35002},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace30a},
doi = {10.1088/2632-2153/ACE30A},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/RosofskyH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RozenbergF23,
author = {Eyal Rozenberg and
Daniel Freedman},
title = {Semi-equivariant conditional normalizing flows, with applications
to target-aware molecule generation},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35037},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace58c},
doi = {10.1088/2632-2153/ACE58C},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/RozenbergF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RydzewskiCV23,
author = {Jakub Rydzewski and
Ming Chen and
Omar Valsson},
title = {Manifold learning in atomistic simulations: a conceptual review},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {31001},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace81a},
doi = {10.1088/2632-2153/ACE81A},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RydzewskiCV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SarraM23,
author = {Leopoldo Sarra and
Florian Marquardt},
title = {Deep Bayesian experimental design for quantum many-body systems},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45022},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad020d},
doi = {10.1088/2632-2153/AD020D},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SarraM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SchanzMRG23,
author = {Tobias Schanz and
Klas Ove M{\"{o}}ller and
Saskia R{\"{u}}hl and
David S. Greenberg},
title = {Robust detection of marine life with label-free image feature learning
and probability calibration},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35007},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace417},
doi = {10.1088/2632-2153/ACE417},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SchanzMRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SchuhmacherBBPGPVTBT23,
author = {Julian Schuhmacher and
Laura Boggia and
Vasilis Belis and
Ema Puljak and
Michele Grossi and
Maurizio Pierini and
Sofia Vallecorsa and
Francesco Tacchino and
Panagiotis Kl. Barkoutsos and
Ivano Tavernelli},
title = {Unravelling physics beyond the standard model with classical and quantum
anomaly detection},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45031},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad07f7},
doi = {10.1088/2632-2153/AD07F7},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SchuhmacherBBPGPVTBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SeolLYK23,
author = {Sujin Seol and
Jungeun Lee and
Jaewoo Yoon and
Byeongwoo Kim},
title = {Improving {SOH} estimation for lithium-ion batteries using TimeGAN},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45007},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acfd08},
doi = {10.1088/2632-2153/ACFD08},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SeolLYK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ShaikhRMSS23,
author = {Rafia Shaikh and
Muhammad Rafi and
Naeem Ahmed Mahoto and
Adel Sulaiman and
Asadullah Shaikh},
title = {A filter-based feature selection approach in multilabel classification},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45018},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad035d},
doi = {10.1088/2632-2153/AD035D},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ShaikhRMSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ShankarPBMV23,
author = {Varun Shankar and
Vedant Puri and
Ramesh Balakrishnan and
Romit Maulik and
Venkatasubramanian Viswanathan},
title = {Differentiable physics-enabled closure modeling for Burgers' turbulence},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15017},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb19c},
doi = {10.1088/2632-2153/ACB19C},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ShankarPBMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ShenoyDHHNPTS23,
author = {Rohan Shenoy and
Javier M. Duarte and
Christian Herwig and
James Hirschauer and
Daniel Noonan and
Maurizio Pierini and
Nhan Tran and
Cristina Mantilla Suarez},
title = {Differentiable Earth mover's distance for data compression at the
high-luminosity {LHC}},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45058},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad1139},
doi = {10.1088/2632-2153/AD1139},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ShenoyDHHNPTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SheshmaniYFA23,
author = {Artan Sheshmani and
Yi{-}Zhuang You and
Wenbo Fu and
Ahmadreza Azizi},
title = {Categorical representation learning and {RG} flow operators for algorithmic
classifiers},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15012},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb488},
doi = {10.1088/2632-2153/ACB488},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SheshmaniYFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ShmuelH23,
author = {Assaf Shmuel and
Eyal Heifetz},
title = {Developing novel machine-learning-based fire weather indices},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15029},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc008},
doi = {10.1088/2632-2153/ACC008},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ShmuelH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SigutFAED23,
author = {Jos{\'{e}} F. Sigut and
Francisco Fumero and
Rafael Arnay and
Jos{\'{e}} Est{\'{e}}vez and
Tinguaro D{\'{\i}}az{-}Alem{\'{a}}n},
title = {Interpretable surrogate models to approximate the predictions of convolutional
neural networks in glaucoma diagnosis},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45024},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0798},
doi = {10.1088/2632-2153/AD0798},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SigutFAED23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SootherPSTMGMNM23,
author = {Dileep Kumar Soother and
Manuel Dom{\'{\i}}nguez Pumar and
Elisa Sayrol{-}Clols and
Josefina Torres and
Mercedes Mar{\'{\i}}n and
Javier G{\'{o}}mez{-}Elvira and
Luis Mora and
Sara Navarro and
Jos{\'{e}} Antonio Rodr{\'{\i}}guez Manfredi},
title = {Improving resilience of sensors in planetary exploration using data-driven
models},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35041},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acefaa},
doi = {10.1088/2632-2153/ACEFAA},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SootherPSTMGMNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SoybelmanKHBDGGKS23,
author = {Nathalie Soybelman and
Nilotpal Kakati and
Lukas Heinrich and
Francesco Armando Di Bello and
Etienne Dreyer and
Sanmay Ganguly and
Eilam Gross and
Marumi Kado and
Jonathan Shlomi},
title = {Set-conditional set generation for particle physics},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45036},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad035b},
doi = {10.1088/2632-2153/AD035B},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SoybelmanKHBDGGKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SpiekermannSPG23,
author = {Kevin A. Spiekermann and
Thijs Stuyver and
Lagnajit Pattanaik and
William H. Green Jr.},
title = {Comment on 'Physics-based representations for machine learning properties
of chemical reactions'},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {48001},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acee42},
doi = {10.1088/2632-2153/ACEE42},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SpiekermannSPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SuYXG23,
author = {Mao Su and
Ji{-}Hui Yang and
Hongjun Xiang and
Xingao Gong},
title = {Efficient determination of the Hamiltonian and electronic properties
using graph neural network with complete local coordinates},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35010},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/accb26},
doi = {10.1088/2632-2153/ACCB26},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SuYXG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TampuHBE23,
author = {Iulian Emil Tampu and
Neda Haj{-}Hosseini and
Ida Blystad and
Anders Eklund},
title = {Deep learning-based detection and identification of brain tumor biomarkers
in quantitative MR-images},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35038},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf095},
doi = {10.1088/2632-2153/ACF095},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TampuHBE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TangL23,
author = {Yao{-}Chi Tang and
Kuo{-}Hao Li},
title = {A machine-learning approach to setting optimal thresholds and its
application in rolling bearing fault diagnosis},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45030},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0ab3},
doi = {10.1088/2632-2153/AD0AB3},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TemplinMVLAAR23,
author = {Thomas Templin and
Milad Memarzadeh and
Walter Vinci and
Paul Aaron Lott and
Ata Akbari Asanjan and
Anthony Alexiades Armenakas and
Eleanor Gilbert Rieffel},
title = {Anomaly detection in aeronautics data with quantum-compatible discrete
deep generative model},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35018},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace756},
doi = {10.1088/2632-2153/ACE756},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TemplinMVLAAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TennantFKMAEE23,
author = {Chris Tennant and
Brian Freeman and
Reza Kazimi and
Daniel Moser and
Dan T. Abell and
Jonathan P. Edelen and
Joshua Einstein{-}Curtis},
title = {A smart alarm for particle accelerator beamline operations},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15021},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb98d},
doi = {10.1088/2632-2153/ACB98D},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TennantFKMAEE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ThanasutivesMNF23,
author = {Pongpisit Thanasutives and
Takashi Morita and
Masayuki Numao and
Ken{-}ichi Fukui},
title = {Noise-aware physics-informed machine learning for robust {PDE} discovery},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15009},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb1f0},
doi = {10.1088/2632-2153/ACB1F0},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ThanasutivesMNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ThomasMitchellHP23,
author = {Adam Thomas{-}Mitchell and
Glenn I. Hawe and
Paul L. A. Popelier},
title = {Calibration of uncertainty in the active learning of machine learning
force fields},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45034},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0ab5},
doi = {10.1088/2632-2153/AD0AB5},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ThomasMitchellHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TomasiniPCW23,
author = {Umberto M. Tomasini and
Leonardo Petrini and
Francesco Cagnetta and
Matthieu Wyart},
title = {How deep convolutional neural networks lose spatial information with
training},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45026},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad092c},
doi = {10.1088/2632-2153/AD092C},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TomasiniPCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ToveyKNH23,
author = {Samuel Tovey and
Sven Krippendorf and
Konstantin Nikolaou and
Christian Holm},
title = {Towards a phenomenological understanding of neural networks: data},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35040},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf099},
doi = {10.1088/2632-2153/ACF099},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ToveyKNH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TrenkwalderLNFB23,
author = {Lea M. Trenkwalder and
Andrea L{\'{o}}pez{-}Incera and
Hendrik Poulsen Nautrup and
Fulvio Flamini and
Hans J. Briegel},
title = {Automated gadget discovery in the quantum domain},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35043},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf098},
doi = {10.1088/2632-2153/ACF098},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TrenkwalderLNFB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TrigilaSR23,
author = {Carlotta Trigila and
Anirudh Srikanth and
Emilie Roncali},
title = {A generative adversarial network to speed up optical Monte Carlo simulations},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25005},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc782},
doi = {10.1088/2632-2153/ACC782},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TrigilaSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Tseng23,
author = {Ming{-}Hseng Tseng},
title = {GA-based weighted ensemble learning for multi-label aerial image classification
using convolutional neural networks and vision transformers},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45045},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad10cf},
doi = {10.1088/2632-2153/AD10CF},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/Tseng23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/UlloaGCB23,
author = {Christyan Cruz Ulloa and
Luis Garrido and
Jaime del Cerro and
Antonio Barrientos},
title = {Autonomous victim detection system based on deep learning and multispectral
imagery},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15018},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acb6cf},
doi = {10.1088/2632-2153/ACB6CF},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/UlloaGCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/VelottiGKRPH23,
author = {Francesco Velotti and
Brennan Goddard and
Verena Kain and
Rebecca Louise Ramjiawan and
Giovanni Zevi Della Porta and
Simon Hirlaender},
title = {Towards automatic setup of 18 MeV electron beamline using machine
learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25016},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acce21},
doi = {10.1088/2632-2153/ACCE21},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/VelottiGKRPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/VenkatakrishnanFZVSHYAP23,
author = {S. V. Venkatakrishnan and
Chris M. Fancher and
Maxim A. Ziatdinov and
Rama K. Vasudevan and
Kyle Saleeby and
James Haley and
Dunji Yu and
Ke An and
Alex Plotkowski},
title = {Adaptive sampling for accelerating neutron diffraction-based strain
mapping \({}^{\mbox{*}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25001},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc512},
doi = {10.1088/2632-2153/ACC512},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/VenkatakrishnanFZVSHYAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/VitaS23,
author = {Joshua A. Vita and
Daniel Schwalbe{-}Koda},
title = {Data efficiency and extrapolation trends in neural network interatomic
potentials},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35031},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf115},
doi = {10.1088/2632-2153/ACF115},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/VitaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WeinreichRL23,
author = {Jan Weinreich and
Guido Falk von Rudorff and
O. Anatole von Lilienfeld},
title = {Encrypted machine learning of molecular quantum properties},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25017},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc928},
doi = {10.1088/2632-2153/ACC928},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WeinreichRL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WestSU23,
author = {Maxwell T. West and
Martin Sevior and
Muhammad Usman},
title = {Reflection equivariant quantum neural networks for enhanced image
classification},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35027},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acf096},
doi = {10.1088/2632-2153/ACF096},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/WestSU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WilliamsVM23,
author = {Michael J. Williams and
John Veitch and
Chris Messenger},
title = {Importance nested sampling with normalising flows},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35011},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acd5aa},
doi = {10.1088/2632-2153/ACD5AA},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WilliamsVM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WirnsbergerIP23,
author = {Peter Wirnsberger and
Borja Ibarz and
George Papamakarios},
title = {Estimating Gibbs free energies via isobaric-isothermal flows},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35039},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acefa8},
doi = {10.1088/2632-2153/ACEFA8},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WirnsbergerIP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WuLWPHHHWC23,
author = {Ao Wu and
Li Liu and
Zifeng Wang and
Shurong Pan and
Jiangxue Huang and
Qijun Huang and
Jin He and
Hao Wang and
Sheng Chang},
title = {Graph machine learning framework for depicting wavefunction on interface},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45037},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0937},
doi = {10.1088/2632-2153/AD0937},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/WuLWPHHHWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WunderlichS23,
author = {Adam Wunderlich and
Jack Sklar},
title = {Data-driven modeling of noise time series with convolutional generative
adversarial networks \({}^{\mbox{{\({_\ast}\)}}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35023},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acee44},
doi = {10.1088/2632-2153/ACEE44},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WunderlichS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/XueLCCH23,
author = {Tingting Xue and
Xu Li and
Xiaosong Chen and
Li Chen and
Zhangang Han},
title = {Machine learning phases in swarming systems},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {1},
pages = {15028},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc007},
doi = {10.1088/2632-2153/ACC007},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/XueLCCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/YangW23,
author = {Jun Yang and
James Whitfield},
title = {Machine-learning Kohn-Sham potential from dynamics in time-dependent
Kohn-Sham systems},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {3},
pages = {35022},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ace8f0},
doi = {10.1088/2632-2153/ACE8F0},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/YangW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/YeeIMT23,
author = {Jingzu Yee and
Daichi Igarashi and
Shun Miyatake and
Yoshiyuki Tagawa},
title = {Prediction of the morphological evolution of a splashing drop using
an encoder-decoder},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {2},
pages = {25002},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/acc727},
doi = {10.1088/2632-2153/ACC727},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/YeeIMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZhangCWWLH23,
author = {Baiyi Zhang and
Guobiao Cai and
Huiyan Weng and
Weizong Wang and
Lihui Liu and
Bijiao He},
title = {Physics-informed neural networks for solving forward and inverse Vlasov-Poisson
equation via fully kinetic simulation},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45015},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad03d5},
doi = {10.1088/2632-2153/AD03D5},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZhangCWWLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZhangGCBSL23,
author = {Weiyi Zhang and
Chau Minh Giang and
Qingan Cai and
Behnam Badie and
Jun Sheng and
Chen Li},
title = {Using random forest for brain tissue identification by Raman spectroscopy},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45053},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad1349},
doi = {10.1088/2632-2153/AD1349},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZhangGCBSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZhangLLHM23,
author = {Xian Zhang and
Diquan Li and
Bei Liu and
Yanfang Hu and
Yao Mo},
title = {Intelligent processing of electromagnetic data using detrended and
identification},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45041},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad0c40},
doi = {10.1088/2632-2153/AD0C40},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZhangLLHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZiatdinovWK23,
author = {Maxim A. Ziatdinov and
Chun Yin Wong and
Sergei V. Kalinin},
title = {Finding simplicity: unsupervised discovery of features, patterns,
and order parameters via shift-invariant variational autoencoders
\({}^{\mbox{*}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {4},
number = {4},
pages = {45033},
year = {2023},
url = {https://doi.org/10.1088/2632-2153/ad073b},
doi = {10.1088/2632-2153/AD073B},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/ZiatdinovWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AllenB22,
author = {Connor Allen and
Albert P. Bart{\'{o}}k},
title = {Optimal data generation for machine learned interatomic potentials},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45031},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9ae7},
doi = {10.1088/2632-2153/AC9AE7},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AllenB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AmanovaME22,
author = {Narbota Amanova and
J{\"{o}}rg Martin and
Clemens Elster},
title = {Explainability for deep learning in mammography image quality assessment},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25015},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7a03},
doi = {10.1088/2632-2153/AC7A03},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AmanovaME22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AnzaloneDB22,
author = {Luca Anzalone and
Tommaso Diotalevi and
Daniele Bonacorsi},
title = {Improving parametric neural networks for high-energy physics (and
beyond)},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35017},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac917c},
doi = {10.1088/2632-2153/AC917C},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AnzaloneDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AsnaashariK22,
author = {Kasra Asnaashari and
Roman V. Krems},
title = {Gradient domain machine learning with composite kernels: improving
the accuracy of {PES} and force fields for large molecules},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15005},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3845},
doi = {10.1088/2632-2153/AC3845},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AsnaashariK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AvulaVBB22,
author = {Nikhil V. S. Avula and
Shivanand K. Veesam and
Sudarshan Behera and
Sundaram Balasubramanian},
title = {Building robust machine learning models for small chemical science
data: the case of shear viscosity of fluids},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45032},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/acac01},
doi = {10.1088/2632-2153/ACAC01},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AvulaVBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BaekOP22,
author = {Jihye Baek and
Avice M. O'Connell and
Kevin J. Parker},
title = {Improving breast cancer diagnosis by incorporating raw ultrasound
parameters into machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45013},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9bcc},
doi = {10.1088/2632-2153/AC9BCC},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BaekOP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BarrettAGW22,
author = {Rainier Barrett and
Mehrad Ansari and
Gourab Ghoshal and
Andrew D. White},
title = {Simulation-based inference with approximately correct parameters via
maximum entropy},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25006},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac6286},
doi = {10.1088/2632-2153/AC6286},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BarrettAGW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BhatiaTAJOILB22,
author = {Harsh Bhatia and
Jayaraman J. Thiagarajan and
Rushil Anirudh and
T. S. Jayram and
Tomas Oppelstrup and
Helgi I. Ing{\'{o}}lfsson and
Felice C. Lightstone and
Peer{-}Timo Bremer},
title = {A biology-informed similarity metric for simulated patches of human
cell membrane},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35010},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac8523},
doi = {10.1088/2632-2153/AC8523},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BhatiaTAJOILB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BottcherA22,
author = {Lucas B{\"{o}}ttcher and
Thomas Asikis},
title = {Near-optimal control of dynamical systems with neural ordinary differential
equations},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45004},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac92c3},
doi = {10.1088/2632-2153/AC92C3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BottcherA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BradleyGV22,
author = {Arwen V. Bradley and
Carlos Alberto Gomez{-}Uribe and
Manish Reddy Vuyyuru},
title = {Shift-curvature, SGD, and generalization},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45002},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac92c4},
doi = {10.1088/2632-2153/AC92C4},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BradleyGV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BuhmannDHKKEGKM22,
author = {Erik Buhmann and
Sascha Diefenbacher and
Daniel Hundhausen and
Gregor Kasieczka and
William Korcari and
Engin Eren and
Frank Gaede and
Katja Kr{\"{u}}ger and
Peter McKeown and
Lennart Rustige},
title = {Hadrons, better, faster, stronger},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25014},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7848},
doi = {10.1088/2632-2153/AC7848},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BuhmannDHKKEGKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BuskJBSWV22,
author = {Jonas Busk and
Peter Bj{\o}rn J{\o}rgensen and
Arghya Bhowmik and
Mikkel N. Schmidt and
Ole Winther and
Tejs Vegge},
title = {Calibrated uncertainty for molecular property prediction using ensembles
of message passing neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15012},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3eb3},
doi = {10.1088/2632-2153/AC3EB3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BuskJBSWV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChaGWCMK22,
author = {Peter Cha and
Paul Ginsparg and
Felix Wu and
Juan Carrasquilla and
Peter L. McMahon and
Eun{-}Ah Kim},
title = {Attention-based quantum tomography},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {01},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac362b},
doi = {10.1088/2632-2153/AC362B},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChaGWCMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChangNJRPV22,
author = {Yu{-}Wei Chang and
Laura Natali and
Oveis Jamialahmadi and
Stefano Romeo and
Joana B. Pereira and
Giovanni Volpe},
title = {Neural network training with highly incomplete medical datasets},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35001},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7b69},
doi = {10.1088/2632-2153/AC7B69},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/ChangNJRPV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChenHHGK22,
author = {Samuel Yen{-}Chi Chen and
Chih{-}Min Huang and
Chia{-}Wei Hsing and
Hsi{-}Sheng Goan and
Ying{-}Jer Kao},
title = {Variational quantum reinforcement learning via evolutionary optimization},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15025},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac4559},
doi = {10.1088/2632-2153/AC4559},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChenHHGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChoSKJ22,
author = {Woon Hyung Cho and
Jiseon Shin and
Young Duck Kim and
George J. Jung},
title = {Pixel-wise classification in graphene-detection with tree-based machine
learning algorithms},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45029},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca744},
doi = {10.1088/2632-2153/ACA744},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChoSKJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CiprijanovicKSS22,
author = {Aleksandra Ciprijanovic and
Diana Kafkes and
Gregory F. Snyder and
F. Javier S{\'{a}}nchez and
Gabriel Nathan Perdue and
Kevin Pedro and
Brian Nord and
Sandeep Madireddy and
Stefan M. Wild},
title = {DeepAdversaries: examining the robustness of deep learning models
for galaxy morphology classification},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35007},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7f1a},
doi = {10.1088/2632-2153/AC7F1A},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CiprijanovicKSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ClavijoGJK22,
author = {Jose M. Clavijo and
Paul Glaysher and
J. Jitsev and
Judith M. Katzy},
title = {Adversarial domain adaptation to reduce sample bias of a high energy
physics event classifier \({}^{\mbox{*}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15014},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3dde},
doi = {10.1088/2632-2153/AC3DDE},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ClavijoGJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ConvyHLW22,
author = {Ian Convy and
William J. Huggins and
Haoran Liao and
K. Birgitta Whaley},
title = {Mutual information scaling for tensor network machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15017},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac44a9},
doi = {10.1088/2632-2153/AC44A9},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ConvyHLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ConvyW22,
author = {Ian Convy and
K. Birgitta Whaley},
title = {Interaction decompositions for tensor network regression},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45027},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca271},
doi = {10.1088/2632-2153/ACA271},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ConvyW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CreangeDVZK22,
author = {Nicole Creange and
Ondrej Dyck and
Rama K. Vasudevan and
Maxim A. Ziatdinov and
Sergei V. Kalinin},
title = {Towards automating structural discovery in scanning transmission electron
microscopy \({}^{\mbox{*}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15024},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3844},
doi = {10.1088/2632-2153/AC3844},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CreangeDVZK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CunhaAFL22,
author = {Carlo R. da Cunha and
Nobuyuki P. Aoki and
David K. Ferry and
Ying{-}Cheng Lai},
title = {A method for finding the background potential of quantum devices from
scanning gate microscopy data using machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25013},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac6ec7},
doi = {10.1088/2632-2153/AC6EC7},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CunhaAFL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CzischekYGRRLMP22,
author = {Stefanie Czischek and
Victor Yon and
Marc{-}Antoine Genest and
Marc{-}Antoine Roux and
Sophie Rochette and
Julien Camirand Lemyre and
Mathieu Moras and
Michel Pioro{-}Ladriere and
Dominique Drouin and
Yann Beilliard and
Roger G. Melko},
title = {Miniaturizing neural networks for charge state autotuning in quantum
dots},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15001},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac34db},
doi = {10.1088/2632-2153/AC34DB},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CzischekYGRRLMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DawidHTLD22,
author = {Anna Dawid and
Patrick Huembeli and
Michal Tomza and
Maciej Lewenstein and
Alexandre Dauphin},
title = {Hessian-based toolbox for reliable and interpretable machine learning
in physics},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15002},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac338d},
doi = {10.1088/2632-2153/AC338D},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DawidHTLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ErbinFST22,
author = {Harold Erbin and
Riccardo Finotello and
Robin Schneider and
Mohamed Tamaazousti},
title = {Deep multi-task mining Calabi-Yau four-folds},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15006},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac37f7},
doi = {10.1088/2632-2153/AC37F7},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ErbinFST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ErbinLS22,
author = {Harold Erbin and
Vincent Lahoche and
Dine Ousmane Samary},
title = {Non-perturbative renormalization for the neural network-QFT correspondence},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15027},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac4f69},
doi = {10.1088/2632-2153/AC4F69},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ErbinLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FabregatGHEC22,
author = {Raimon Fabregat and
Puck van Gerwen and
Matthieu Haeberle and
Friedrich Eisenbrand and
Cl{\'{e}}mence Corminboeuf},
title = {Metric learning for kernel ridge regression: assessment of molecular
similarity},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35015},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac8e4f},
doi = {10.1088/2632-2153/AC8E4F},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FabregatGHEC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FanelliGP22,
author = {Cristiano Fanelli and
James Giroux and
Z. Papandreou},
title = {'Flux+Mutability': a conditional generative approach to one-class
classification and anomaly detection},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45012},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9bcb},
doi = {10.1088/2632-2153/AC9BCB},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FanelliGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FerreiraMR22,
author = {Diogo R. Ferreira and
Tiago A. Martins and
Paulo Rodrigues},
title = {Explainable deep learning for the analysis of {MHD} spectrograms in
nuclear fusion},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15015},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac44aa},
doi = {10.1088/2632-2153/AC44AA},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FerreiraMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FiedlerHMPYOERC22,
author = {Lenz Fiedler and
Nils Hoffmann and
Parvez Mohammed and
Gabriel A. Popoola and
Tamar Yovell and
Vladyslav Oles and
J. Austin Ellis and
Sivasankaran Rajamanickam and
Attila Cangi},
title = {Training-free hyperparameter optimization of neural networks for electronic
structures in matter},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45008},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9956},
doi = {10.1088/2632-2153/AC9956},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FiedlerHMPYOERC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FleckMWT22,
author = {Markus Fleck and
Michael G. M{\"{u}}ller and
Noah Weber and
Christopher Trummer},
title = {Decoupled coordinates for machine learning-based molecular fragment
linking},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15029},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac50fc},
doi = {10.1088/2632-2153/AC50FC},
timestamp = {Sun, 05 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/FleckMWT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FritschGKSZ22,
author = {Amilson R. Fritsch and
Shangjie Guo and
Sophia M. Koh and
Ian B. Spielman and
Justyna P. Zwolak},
title = {Dark solitons in Bose-Einstein condensates: a dataset for many-body
physics research},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {47001},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9454},
doi = {10.1088/2632-2153/AC9454},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FritschGKSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FungJZBYG22,
author = {Victor Fung and
Shuyi Jia and
Jiaxin Zhang and
Sirui Bi and
Junqi Yin and
Panchapakesan Ganesh},
title = {Atomic structure generation from reconstructing structural fingerprints},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45018},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca1f7},
doi = {10.1088/2632-2153/ACA1F7},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FungJZBYG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GarlandMTTB22,
author = {Nathan A Garland and
Romit Maulik and
Qi Tang and
Xian{-}Zhu Tang and
Prasanna Balaprakash},
title = {Efficient data acquisition and training of collisional-radiative model
artificial neural network surrogates through adaptive parameter space
sampling},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45003},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac93e7},
doi = {10.1088/2632-2153/AC93E7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GarlandMTTB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GedeonSHWBM22,
author = {Johannes Gedeon and
Jonathan Schmidt and
Matthew J. P. Hodgson and
Jack Wetherell and
Carlos L. Benavides{-}Riveros and
Miguel A. L. Marques},
title = {Machine learning the derivative discontinuity of density-functional
theory},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15011},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3149},
doi = {10.1088/2632-2153/AC3149},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GedeonSHWBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GengHZ22,
author = {Chenhua Geng and
Hong{-}Ye Hu and
Yijian Zou},
title = {Differentiable programming of isometric tensor networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15020},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac48a2},
doi = {10.1088/2632-2153/AC48A2},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GengHZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GenhedenEB22,
author = {Samuel Genheden and
Ola Engkvist and
Esben Jannik Bjerrum},
title = {Fast prediction of distances between synthetic routes with deep learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15018},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac4a91},
doi = {10.1088/2632-2153/AC4A91},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GenhedenEB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GeraceSMSZ22,
author = {Federica Gerace and
Luca Saglietti and
Stefano Sarao Mannelli and
Andrew M. Saxe and
Lenka Zdeborov{\'{a}}},
title = {Probing transfer learning with a model of synthetic correlated datasets},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15030},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac4f3f},
doi = {10.1088/2632-2153/AC4F3F},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GeraceSMSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GerwenFWC22,
author = {Puck van Gerwen and
Alberto Fabrizio and
Matthew D. Wodrich and
Cl{\'{e}}mence Corminboeuf},
title = {Physics-based representations for machine learning properties of chemical
reactions},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45005},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac8f1a},
doi = {10.1088/2632-2153/AC8F1A},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GerwenFWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GhielmettiLPRSAPLNLH22,
author = {Nicol{\`{o}} Ghielmetti and
Vladimir Loncar and
Maurizio Pierini and
Marcel Roed and
Sioni Summers and
Thea Aarrestad and
Christoffer Petersson and
Hampus Linander and
Jennifer Ngadiuba and
Kelvin Lin and
Philip C. Harris},
title = {Real-time semantic segmentation on FPGAs for autonomous vehicles with
hls4ml},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45011},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9cb5},
doi = {10.1088/2632-2153/AC9CB5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GhielmettiLPRSAPLNLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GriffithsAGLL22,
author = {Ryan{-}Rhys Griffiths and
Alexander A. Aldrick and
Miguel Garcia{-}Ortegon and
Vidhi Lalchand and
Alpha A. Lee},
title = {Achieving robustness to aleatoric uncertainty with heteroscedastic
Bayesian optimisation},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15004},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac298c},
doi = {10.1088/2632-2153/AC298C},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GriffithsAGLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HoffmannSHMSHKW22,
author = {Moritz Hoffmann and
Martin Scherer and
Tim Hempel and
Andreas Mardt and
Brian de Silva and
Brooke E. Husic and
Stefan Klus and
Hao Wu and
J. Nathan Kutz and
Steven L. Brunton and
Frank No{\'{e}}},
title = {Deeptime: a Python library for machine learning dynamical models from
time series data},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15009},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3de0},
doi = {10.1088/2632-2153/AC3DE0},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HoffmannSHMSHKW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HuMUM22,
author = {Yuge Hu and
Joseph Musielewicz and
Zachary W. Ulissi and
Andrew J. Medford},
title = {Robust and scalable uncertainty estimation with conformal prediction
for machine-learned interatomic potentials},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45028},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca7b1},
doi = {10.1088/2632-2153/ACA7B1},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HuMUM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HuWYOC22,
author = {Hong{-}Ye Hu and
Dian Wu and
Yi{-}Zhuang You and
Bruno A. Olshausen and
Yubei Chen},
title = {RG-Flow: a hierarchical and explainable flow model based on renormalization
group and sparse prior},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35009},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac8393},
doi = {10.1088/2632-2153/AC8393},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/HuWYOC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HuangB22,
author = {W. Huang and
Amanda S. Barnard},
title = {Federated data processing and learning for collaboration in the physical
sciences},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45023},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca87c},
doi = {10.1088/2632-2153/ACA87C},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HuangB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HuoR22,
author = {Haoyan Huo and
Matthias Rupp},
title = {Unified representation of molecules and crystals for machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45017},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca005},
doi = {10.1088/2632-2153/ACA005},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HuoR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/IrwinDHB22,
author = {Ross Irwin and
Spyridon Dimitriadis and
Jiazhen He and
Esben Jannik Bjerrum},
title = {Chemformer: a pre-trained transformer for computational chemistry},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15022},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3ffb},
doi = {10.1088/2632-2153/AC3FFB},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/IrwinDHB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/IzzatullahYWA22,
author = {Muhammad Izzatullah and
Isa Eren Yildirim and
Umair bin Waheed and
Tariq Alkhalifah},
title = {Laplace HypoPINN: physics-informed neural network for hypocenter localization
and its predictive uncertainty},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45001},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac94b3},
doi = {10.1088/2632-2153/AC94B3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/IzzatullahYWA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JalaliZKR22,
author = {Bahram Jalali and
Yiming Zhou and
Achuta Kadambi and
Vwani Roychowdhury},
title = {Physics-AI symbiosis},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {41001},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9215},
doi = {10.1088/2632-2153/AC9215},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/JalaliZKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JhaHVWJ22,
author = {Jayant Jha and
Meysam Hashemi and
Anirudh Nihalani Vattikonda and
Huifang E. Wang and
Viktor K. Jirsa},
title = {Fully Bayesian estimation of virtual brain parameters with self-tuning
Hamiltonian Monte Carlo},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35016},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9037},
doi = {10.1088/2632-2153/AC9037},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/JhaHVWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KadupitiyaFJ22,
author = {J. C. S. Kadupitiya and
Geoffrey C. Fox and
Vikram Jadhao},
title = {Solving Newton's equations of motion with large timesteps using recurrent
neural networks based operators},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25002},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac5f60},
doi = {10.1088/2632-2153/AC5F60},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KadupitiyaFJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KahemanBK22,
author = {Kadierdan Kaheman and
Steven L. Brunton and
J. Nathan Kutz},
title = {Automatic differentiation to simultaneously identify nonlinear dynamics
and extract noise probability distributions from data},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15031},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac567a},
doi = {10.1088/2632-2153/AC567A},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KahemanBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KahnTTRDBTGBSG22,
author = {James Kahn and
Ilias Tsaklidis and
Oskar Taubert and
Lea Reuter and
Giulio Dujany and
Tobias Boeckh and
Arthur Thaller and
Pablo Goldenzweig and
Florian Bernlochner and
Achim Streit and
Markus G{\"{o}}tz},
title = {Learning tree structures from leaves for particle decay reconstruction},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35012},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac8de0},
doi = {10.1088/2632-2153/AC8DE0},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KahnTTRDBTGBSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KasimWDOHFGJKKT22,
author = {Muhammad Firmansyah Kasim and
Duncan Watson{-}Parris and
Lucia Deaconu and
Sophy Oliver and
Peter W. Hatfield and
Dustin H. Froula and
Gianluca Gregori and
Matt Jarvis and
Samar Khatiwala and
Jun Korenaga and
Jacob Topp{-}Mugglestone and
Eleonora Viezzer and
Sam M. Vinko},
title = {Building high accuracy emulators for scientific simulations with deep
neural architecture search},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15013},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3ffa},
doi = {10.1088/2632-2153/AC3FFA},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KasimWDOHFGJKKT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KaspschakM22,
author = {Bastian Kaspschak and
Ulf{-}G. Mei{\ss}ner},
title = {Three-body renormalization group limit cycles based on unsupervised
feature learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25003},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac579b},
doi = {10.1088/2632-2153/AC579B},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KaspschakM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KhullarNCPX22,
author = {Gourav Khullar and
Brian Nord and
Aleksandra Ciprijanovic and
Jason Poh and
Fei Xu},
title = {{DIGS:} deep inference of galaxy spectra with neural posterior estimation},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {4},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac98f4},
doi = {10.1088/2632-2153/AC98F4},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KhullarNCPX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KissTVT22,
author = {Oriel Kiss and
Francesco Tacchino and
Sofia Vallecorsa and
Ivano Tavernelli},
title = {Quantum neural networks force fields generation},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35004},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7d3c},
doi = {10.1088/2632-2153/AC7D3C},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KissTVT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KrippendorfS22,
author = {Sven Krippendorf and
Michael Spannowsky},
title = {A duality connecting neural network and cosmological dynamics},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35011},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac87e9},
doi = {10.1088/2632-2153/AC87E9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KrippendorfS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KustowskiGSAABT22,
author = {Bogdan Kustowski and
Jim A. Gaffney and
Brian K. Spears and
Gemma J. Anderson and
Rushil Anirudh and
Peer{-}Timo Bremer and
Jayaraman J. Thiagarajan and
Michael K. G. Kruse and
Ryan Nora},
title = {Suppressing simulation bias in multi-modal data using transfer learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15035},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac5e3e},
doi = {10.1088/2632-2153/AC5E3E},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KustowskiGSAABT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LarforsLRS22,
author = {Magdalena Larfors and
Andr{\'{e}} Lukas and
Fabian Ruehle and
Robin Schneider},
title = {Numerical metrics for complete intersection and Kreuzer-Skarke Calabi-Yau
manifolds},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35014},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac8e4e},
doi = {10.1088/2632-2153/AC8E4E},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LarforsLRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LeeCKCBYBC22,
author = {Wonkyeong Lee and
Eunbyeol Cho and
Wonjin Kim and
Hyebin Choi and
Kyongmin Sarah Beck and
Hyun Jung Yoon and
Jongduk Baek and
Jang{-}Hwan Choi},
title = {No-reference perceptual {CT} image quality assessment based on a self-supervised
learning framework},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45033},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca87d},
doi = {10.1088/2632-2153/ACA87D},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LeeCKCBYBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiuLZYS22,
author = {Junyu Liu and
Zimu Li and
Han Zheng and
Xiao Yuan and
Jinzhao Sun},
title = {Towards a variational Jordan-Lee-Preskill quantum algorithm},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45030},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca06b},
doi = {10.1088/2632-2153/ACA06B},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LiuLZYS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LohaniLGSK22,
author = {Sanjaya Lohani and
Joseph M. Lukens and
Ryan T. Glasser and
Thomas A. Searles and
Brian T. Kirby},
title = {Data-centric machine learning in quantum information science},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {4},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9036},
doi = {10.1088/2632-2153/AC9036},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LohaniLGSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LollieMBHYLMQ22,
author = {Michelle L. J. Lollie and
Fatemeh Mostafavi and
Narayan Bhusal and
Mingyuan Hong and
Chenglong You and
Roberto de J. Le{\'{o}}n{-}Montiel and
Omar S. Maga{\~{n}}a{-}Loaiza and
Mario Alan Quiroz{-}Ju{\'{a}}rez},
title = {High-dimensional encryption in optical fibers using spatial modes
of light and machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35006},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7f1b},
doi = {10.1088/2632-2153/AC7F1B},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LollieMBHYLMQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LucibelloPPZ22,
author = {Carlo Lucibello and
Fabrizio Pittorino and
Gabriele Perugini and
Riccardo Zecchina},
title = {Deep learning via message passing algorithms based on belief propagation},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35005},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7d3b},
doi = {10.1088/2632-2153/AC7D3B},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LucibelloPPZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MadduSMS22,
author = {Suryanarayana Maddu and
Dominik Sturm and
Christian L. M{\"{u}}ller and
Ivo F. Sbalzarini},
title = {Inverse Dirichlet weighting enables reliable training of physics informed
neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15026},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3712},
doi = {10.1088/2632-2153/AC3712},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MadduSMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MagarWLLRLF22,
author = {Rishikesh Magar and
Yuyang Wang and
Cooper Lorsung and
Chen Liang and
Hariharan Ramasubramanian and
Peiyuan Li and
Amir Barati Farimani},
title = {AugLiChem: data augmentation library of chemical structures for machine
learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45015},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9c84},
doi = {10.1088/2632-2153/AC9C84},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MagarWLLRLF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MaierNCGPS22,
author = {Benedikt Maier and
S. M. Narayanan and
G. de Castro and
Maxim Goncharov and
Christoph Paus and
Matthias Schott},
title = {Pile-up mitigation using attention},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25012},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7198},
doi = {10.1088/2632-2153/AC7198},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MaierNCGPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MalavathD22,
author = {Pallavi Malavath and
Nagaraju Devarakonda},
title = {Coot optimization based Enhanced Global Pyramid Network for 3D hand
pose estimation},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45019},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9fa5},
doi = {10.1088/2632-2153/AC9FA5},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MalavathD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ManzhosSI22,
author = {Sergei Manzhos and
Eita Sasaki and
Manabu Ihara},
title = {Easy representation of multivariate functions with low-dimensional
terms via Gaussian process regression kernel design: applications
to machine learning of potential energy surfaces and kinetic energy
densities from sparse data},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {01},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac4949},
doi = {10.1088/2632-2153/AC4949},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ManzhosSI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MatchevS22,
author = {Konstantin T. Matchev and
Prasanth Shyamsundar},
title = {InClass nets: independent classifier networks for nonparametric estimation
of conditional independence mixture models and unsupervised classification},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25008},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac6483},
doi = {10.1088/2632-2153/AC6483},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MatchevS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MeldgaardKMCNH22,
author = {S{\o}ren Ager Meldgaard and
Jonas K{\"{o}}hler and
Henrik Lund Mortensen and
Mads{-}Peter V. Christiansen and
Frank No{\'{e}} and
Bj{\o}rk Hammer},
title = {Generating stable molecules using imitation and reinforcement learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15008},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3eb4},
doi = {10.1088/2632-2153/AC3EB4},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/MeldgaardKMCNH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MenaryP22,
author = {Stephen B. Menary and
Darren D. Price},
title = {Learning to discover: expressive Gaussian mixture models for multi-dimensional
simulation and parameter inference in the physical sciences},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15021},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac4a3b},
doi = {10.1088/2632-2153/AC4A3B},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MenaryP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Mishra-Sharma22,
author = {Siddharth Mishra{-}Sharma},
title = {Inferring dark matter substructure with astrometric lensing beyond
the power spectrum},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {01},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac494a},
doi = {10.1088/2632-2153/AC494A},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Mishra-Sharma22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MohapatraAG22,
author = {Somesh Mohapatra and
Joyce An and
Rafael G{\'{o}}mez{-}Bombarelli},
title = {Chemistry-informed macromolecule graph representation for similarity
computation, unsupervised and supervised learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15028},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac545e},
doi = {10.1088/2632-2153/AC545E},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MohapatraAG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MonderkampSKL22,
author = {Paul A. Monderkamp and
Fabian Jan Schwarzendahl and
Michael Andreas Klatt and
Hartmut L{\"{o}}wen},
title = {Active particles using reinforcement learning to navigate in complex
motility landscapes},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45024},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca7b0},
doi = {10.1088/2632-2153/ACA7B0},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MonderkampSKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MorenoBPVS22,
author = {Eric A. Moreno and
Bartlomiej Borzyszkowski and
Maurizio Pierini and
Jean{-}Roch Vlimant and
Maria Spiropulu},
title = {Source-agnostic gravitational-wave detection with recurrent autoencoders},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25001},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac5435},
doi = {10.1088/2632-2153/AC5435},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MorenoBPVS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MuHR22,
author = {Wei Mu and
Alexander I. Himmel and
Bryan Ramson},
title = {Photon detection probability prediction using one-dimensional generative
neural network},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15033},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac58e2},
doi = {10.1088/2632-2153/AC58E2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MuHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MunozBO22,
author = {Jose M. Munoz and
Ilyes Batatia and
Christoph Ortner},
title = {Boost invariant polynomials for efficient jet tagging},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {4},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca9ca},
doi = {10.1088/2632-2153/ACA9CA},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MunozBO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MusielewiczWTU22,
author = {Joseph Musielewicz and
Xiaoxiao Wang and
Tian Tian and
Zachary W. Ulissi},
title = {{FINETUNA:} fine-tuning accelerated molecular simulations},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {3},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac8fe0},
doi = {10.1088/2632-2153/AC8FE0},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MusielewiczWTU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/NautrupMIJTWBR22,
author = {Hendrik Poulsen Nautrup and
Tony Metger and
Raban Iten and
Sofi{\`{e}}ne Jerbi and
Lea M. Trenkwalder and
Henrik Wilming and
Hans J. Briegel and
Renato Renner},
title = {Operationally meaningful representations of physical systems in neural
networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45025},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9ae8},
doi = {10.1088/2632-2153/AC9AE8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/NautrupMIJTWBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/NguyenHTN22,
author = {Quoc Chuong Nguyen and
Le Bin Ho and
Lan Nguyen Tran and
Hung Q. Nguyen},
title = {Qsun: an open-source platform towards practical quantum machine learning
applications},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15034},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac5997},
doi = {10.1088/2632-2153/AC5997},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/NguyenHTN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/NiroomandCMW22,
author = {Maximilian P. Niroomand and
Conor T. Cafolla and
John W. R. Morgan and
David J. Wales},
title = {Characterising the area under the curve loss function landscape},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15019},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac49a9},
doi = {10.1088/2632-2153/AC49A9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/NiroomandCMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/NiroomandMCW22,
author = {Maximilian P. Niroomand and
John W. R. Morgan and
Conor T. Cafolla and
David J. Wales},
title = {On the capacity and superposition of minima in neural network loss
function landscapes},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25004},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac64e6},
doi = {10.1088/2632-2153/AC64E6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/NiroomandMCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/NoormandipourYH22,
author = {Mohammadreza Noormandipour and
Sun Youran and
Babak Haghighat},
title = {Restricted Boltzmann machine representation for the groundstate and
excited states of Kitaev Honeycomb model},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15010},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3ddf},
doi = {10.1088/2632-2153/AC3DDF},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/NoormandipourYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PasiniZRC22,
author = {Massimiliano Lupo Pasini and
Pei Zhang and
Samuel Temple Reeve and
Jong Youl Choi},
title = {Multi-task graph neural networks for simultaneous prediction of global
and atomic properties in ferromagnetic systems \({}^{\mbox{*}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25007},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac6a51},
doi = {10.1088/2632-2153/AC6A51},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PasiniZRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PoelkingFC22,
author = {Carl Poelking and
Felix A. Faber and
Bingqing Cheng},
title = {BenchML: an extensible pipelining framework for benchmarking representations
of materials and molecules at scale},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {40501},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac4d11},
doi = {10.1088/2632-2153/AC4D11},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PoelkingFC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PolAGHKKLNPSS22,
author = {Adrian Alan Pol and
Thea Aarrestad and
Ekaterina Govorkova and
Roi Halily and
Anat Klempner and
Tal Kopetz and
Vladimir Loncar and
Jennifer Ngadiuba and
Maurizio Pierini and
Olya Sirkin and
Sioni Summers},
title = {Lightweight jet reconstruction and identification as an object detection
task},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25016},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7a02},
doi = {10.1088/2632-2153/AC7A02},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PolAGHKKLNPSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PozdnyakovC22,
author = {Sergey N. Pozdnyakov and
Michele Ceriotti},
title = {Incompleteness of graph neural networks for points clouds in three
dimensions},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45020},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca1f8},
doi = {10.1088/2632-2153/ACA1F8},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PozdnyakovC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RehG22,
author = {Moritz Reh and
Martin G{\"{a}}rttner},
title = {Variational Monte Carlo approach to partial differential equations
with neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {4},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca317},
doi = {10.1088/2632-2153/ACA317},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RehG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RodriguezUEDK22,
author = {Luis E. Herrera Rodr{\'{\i}}guez and
Arif Ullah and
Kennet J. Rueda Espinosa and
Pavlo O. Dral and
Alexei A Kananenka},
title = {A comparative study of different machine learning methods for dissipative
quantum dynamics},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45016},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9a9d},
doi = {10.1088/2632-2153/AC9A9D},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RodriguezUEDK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SchreinerBVJW22,
author = {Mathias Schreiner and
Arghya Bhowmik and
Tejs Vegge and
Peter Bj{\o}rn J{\o}rgensen and
Ole Winther},
title = {NeuralNEB - neural networks can find reaction paths fast},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45022},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca23e},
doi = {10.1088/2632-2153/ACA23E},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SchreinerBVJW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SeguraMT22,
author = {Carolina Herrera Segura and
Edison Montoya and
Diego Tapias},
title = {Subaging in underparametrized deep neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35013},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac8f1b},
doi = {10.1088/2632-2153/AC8F1B},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SeguraMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ShenHOKZ22,
author = {Hongyu Shen and
E. A. Huerta and
Eamonn O'Shea and
Prayush Kumar and
Zhizhen Zhao},
title = {Statistically-informed deep learning for gravitational wave parameter
estimation},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15007},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac3843},
doi = {10.1088/2632-2153/AC3843},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ShenHOKZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SheshmaniY22,
author = {Artan Sheshmani and
Yi{-}Zhuang You},
title = {Categorical representation learning: morphism is all you need},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15016},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac2c5d},
doi = {10.1088/2632-2153/AC2C5D},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SheshmaniY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/StaackeWKCRM22,
author = {Carsten G. Staacke and
Simon Wengert and
Christian Kunkel and
G{\'{a}}bor Cs{\'{a}}nyi and
Karsten Reuter and
Johannes T. Margraf},
title = {Kernel charge equilibration: efficient and accurate prediction of
molecular dipole moments with a machine-learning enhanced electron
density model},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15032},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac568d},
doi = {10.1088/2632-2153/AC568D},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/StaackeWKCRM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/StockerGBGM22,
author = {Sina Stocker and
Johannes Gasteiger and
Florian Becker and
Stephan G{\"{u}}nnemann and
Johannes T. Margraf},
title = {How robust are modern graph neural network potentials in long and
hot molecular dynamics simulations?},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45010},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9955},
doi = {10.1088/2632-2153/AC9955},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/StockerGBGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/StormGM22,
author = {L. Storm and
Kristian Gustavsson and
Bernhard Mehlig},
title = {Constraints on parameter choices for successful time-series prediction
with echo-state networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45021},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca1f6},
doi = {10.1088/2632-2153/ACA1F6},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/StormGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SuzukiTSUO22,
author = {Yuta Suzuki and
Tatsunori Taniai and
Kotaro Saito and
Yoshitaka Ushiku and
Kanta Ono},
title = {Self-supervised learning of materials concepts from crystal structures
via deep neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45034},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca23d},
doi = {10.1088/2632-2153/ACA23D},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SuzukiTSUO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TeruyaTMHO22,
author = {Eri Teruya and
Tadashi Takeuchi and
Hidekazu Morita and
Takayuki Hayashi and
Kanta Ono},
title = {{ARTS:} autonomous research topic selection system using word embeddings
and network analysis},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25005},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac61eb},
doi = {10.1088/2632-2153/AC61EB},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TeruyaTMHO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ThiedeKNA22,
author = {Luca A. Thiede and
Mario Krenn and
AkshatKumar Nigam and
Al{\'{a}}n Aspuru{-}Guzik},
title = {Curiosity in exploring chemical spaces: intrinsic rewards for molecular
reinforcement learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35008},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7ddc},
doi = {10.1088/2632-2153/AC7DDC},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ThiedeKNA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ThieleCCHS22,
author = {Leander Thiele and
Miles D. Cranmer and
William R. Coulton and
Shirley Ho and
David N. Spergel},
title = {Predicting the thermal Sunyaev-Zel'dovich field using modular and
equivariant set-based neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35002},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac78c2},
doi = {10.1088/2632-2153/AC78C2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ThieleCCHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TouranakouCDGKO22,
author = {Mary Touranakou and
Nadezda Chernyavskaya and
Javier M. Duarte and
Dimitrios Gunopulos and
Raghav Kansal and
Breno Orzari and
Maurizio Pierini and
Thiago Tomei and
Jean{-}Roch Vlimant},
title = {Particle-based fast jet simulation at the {LHC} with variational autoencoders},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {3},
pages = {35003},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac7c56},
doi = {10.1088/2632-2153/AC7C56},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TouranakouCDGKO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/VahdatVP22,
author = {Mohammad Tohidi Vahdat and
Kumar Agrawal Varoon and
Giovanni Pizzi},
title = {Machine-learning accelerated identification of exfoliable two-dimensional
materials},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45014},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9bca},
doi = {10.1088/2632-2153/AC9BCA},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/VahdatVP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/VaitlNNK22,
author = {Lorenz Vaitl and
Kim A. Nicoli and
Shinichi Nakajima and
Pan Kessel},
title = {Gradients should stay on path: better estimators of the reverse- and
forward {KL} divergence for normalizing flows},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45006},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9455},
doi = {10.1088/2632-2153/AC9455},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/VaitlNNK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/VasudevanOK22,
author = {Rama K. Vasudevan and
Erick Orozco and
Sergei V. Kalinin},
title = {Discovering mechanisms for materials microstructure optimization via
reinforcement learning of a generative model},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {4},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca004},
doi = {10.1088/2632-2153/ACA004},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/VasudevanOK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WangM22,
author = {Tianshu Wang and
Peter Melchior},
title = {Graph neural network-based resource allocation strategies for multi-object
spectroscopy},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15023},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac4d12},
doi = {10.1088/2632-2153/AC4D12},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WangM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WetzelMT22,
author = {Sebastian Johann Wetzel and
Roger G. Melko and
Isaac Tamblyn},
title = {Twin neural network regression is a semi-supervised regression algorithm},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45007},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac9885},
doi = {10.1088/2632-2153/AC9885},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WetzelMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WhitelamSBCT22,
author = {Stephen Whitelam and
Viktor Selin and
Ian Benlolo and
Corneel Casert and
Isaac Tamblyn},
title = {Training neural networks using Metropolis Monte Carlo and an adaptive
variant},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45026},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/aca6cd},
doi = {10.1088/2632-2153/ACA6CD},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WhitelamSBCT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WinklerMS22,
author = {Ludwig Winkler and
Klaus{-}Robert M{\"{u}}ller and
Huziel E. Sauceda},
title = {High-fidelity molecular dynamics trajectory reconstruction with bi-directional
neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25011},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac6ec6},
doi = {10.1088/2632-2153/AC6EC6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WinklerMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WirnsbergerPIRB22,
author = {Peter Wirnsberger and
George Papamakarios and
Borja Ibarz and
S{\'{e}}bastien Racani{\`{e}}re and
Andrew J. Ballard and
Alexander Pritzel and
Charles Blundell},
title = {Normalizing flows for atomic solids},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25009},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac6b16},
doi = {10.1088/2632-2153/AC6B16},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WirnsbergerPIRB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/YaoWYZ22,
author = {Juan Yao and
Ce Wang and
Zhiyuan Yao and
Hui Zhai},
title = {Noise enhanced neural networks for analytic continuation},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {25010},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac6f44},
doi = {10.1088/2632-2153/AC6F44},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/YaoWYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/YuB22,
author = {Yi Yu and
Karl B{\"{o}}rjesson},
title = {Chemical transformer compression for accelerating both training and
inference of molecular modeling},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {4},
pages = {45009},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac99ba},
doi = {10.1088/2632-2153/AC99BA},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/YuB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Yusufaly22,
author = {Tahir I. Yusufaly},
title = {Extending the relative seriality formalism for interpretable deep
learning of normal tissue complication probability models},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {2},
pages = {24001},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac6932},
doi = {10.1088/2632-2153/AC6932},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Yusufaly22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZiatdinovGK22,
author = {Maxim A. Ziatdinov and
Ayana Ghosh and
Sergei V. Kalinin},
title = {Physics makes the difference: Bayesian optimization and active learning
via augmented Gaussian process},
journal = {Mach. Learn. Sci. Technol.},
volume = {3},
number = {1},
pages = {15003},
year = {2022},
url = {https://doi.org/10.1088/2632-2153/ac4baa},
doi = {10.1088/2632-2153/AC4BAA},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZiatdinovGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AarrestadLGPSNP21,
author = {Thea Aarrestad and
Vladimir Loncar and
Nicol{\`{o}} Ghielmetti and
Maurizio Pierini and
Sioni Summers and
Jennifer Ngadiuba and
Christoffer Petersson and
Hampus Linander and
Yutaro Iiyama and
Giuseppe Di Guglielmo and
Javier M. Duarte and
Philip C. Harris and
Dylan S. Rankin and
Sergo Jindariani and
Kevin Pedro and
Nhan Tran and
Mia Liu and
Edward Kreinar and
Zhenbin Wu and
Duc Hoang},
title = {Fast convolutional neural networks on FPGAs with hls4ml},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45015},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac0ea1},
doi = {10.1088/2632-2153/AC0EA1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AarrestadLGPSNP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Ahmadi-AslCPAGT21,
author = {Salman Ahmadi{-}Asl and
Andrzej Cichocki and
Anh Huy Phan and
Maame G. Asante{-}Mensah and
Mirfarid Musavian Ghazani and
Toshihisa Tanaka and
Ivan V. Oseledets},
title = {Randomized algorithms for fast computation of low rank tensor ring
model},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {11001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abad87},
doi = {10.1088/2632-2153/ABAD87},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Ahmadi-AslCPAGT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AllenDOC21,
author = {Alice E. A. Allen and
Genevi{\`{e}}ve Dusson and
Christoph Ortner and
G{\'{a}}bor Cs{\'{a}}nyi},
title = {Atomic permutationally invariant polynomials for fitting molecular
force fields},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25017},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abd51e},
doi = {10.1088/2632-2153/ABD51E},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AllenDOC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AnagiannisC21,
author = {Vassilis Anagiannis and
Miranda C. N. Cheng},
title = {Entangled q-convolutional neural nets},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45026},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac2800},
doi = {10.1088/2632-2153/AC2800},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AnagiannisC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AnandDA21,
author = {Abhinav Anand and
Matthias Degroote and
Al{\'{a}}n Aspuru{-}Guzik},
title = {Natural evolutionary strategies for variational quantum computation},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45012},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf3ac},
doi = {10.1088/2632-2153/ABF3AC},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AnandDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AntilKLV21,
author = {Harbir Antil and
Ratna Khatri and
Rainald L{\"{o}}hner and
Deepanshu Verma},
title = {Fractional deep neural network via constrained optimization},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15003},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/aba8e7},
doi = {10.1088/2632-2153/ABA8E7},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AntilKLV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Asante-MensahAC21,
author = {Maame G. Asante{-}Mensah and
Salman Ahmadi{-}Asl and
Andrzej Cichocki},
title = {Matrix and tensor completion using tensor ring decomposition with
sparse representation},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35008},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abcb4f},
doi = {10.1088/2632-2153/ABCB4F},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Asante-MensahAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AslanLNBLG21,
author = {Selin S. Aslan and
Zhengchun Liu and
Viktor V. Nikitin and
Tekin Bicer and
Sven Leyffer and
Doga G{\"{u}}rsoy},
title = {Joint ptycho-tomography with deep generative priors},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45017},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac1d35},
doi = {10.1088/2632-2153/AC1D35},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AslanLNBLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BaiWNJ21,
author = {Ti Bai and
Biling Wang and
Dan Nguyen and
Steve B. Jiang},
title = {Deep dose plugin: towards real-time Monte Carlo dose calculation through
a deep learning-based denoising algorithm},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25033},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abdbfe},
doi = {10.1088/2632-2153/ABDBFE},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BaiWNJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BalabanovG21,
author = {Oleksandr Balabanov and
Mats Granath},
title = {Unsupervised interpretable learning of topological indices invariant
under permutations of atomic bands},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25008},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abcc43},
doi = {10.1088/2632-2153/ABCC43},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BalabanovG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BeloborodovUFWL21,
author = {Dmitrii Beloborodov and
Alexander E. Ulanov and
Jakob N. Foerster and
Shimon Whiteson and
A. I. Lvovsky},
title = {Reinforcement learning enhanced quantum-inspired algorithm for combinatorial
optimization},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25009},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc328},
doi = {10.1088/2632-2153/ABC328},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BeloborodovUFWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BenoitACKRL21,
author = {Magali Benoit and
Jonathan Amodeo and
S{\'{e}}gol{\`{e}}ne Combettes and
Ibrahim Khaled and
Aur{\'{e}}lien Roux and
Julien Lam},
title = {Measuring transferability issues in machine-learning force fields:
the example of gold-iron interactions with linearized potentials},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25003},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc9fd},
doi = {10.1088/2632-2153/ABC9FD},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BenoitACKRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BhadraY21,
author = {Arnab Bhadra and
Kalidas Yeturu},
title = {Site2Vec: a reference frame invariant algorithm for vector embedding
of protein-ligand binding sites},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15005},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abad88},
doi = {10.1088/2632-2153/ABAD88},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BhadraY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BircherSD21,
author = {Martin P. Bircher and
Andreas Singraber and
Christoph Dellago},
title = {Improved description of atomic environments using low-cost polynomial
functions with compact support},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35026},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf817},
doi = {10.1088/2632-2153/ABF817},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BircherSD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BjerrumTE21,
author = {Esben Jannik Bjerrum and
Amol Thakkar and
Ola Engkvist},
title = {Artificial applicability labels for improving policies in retrosynthesis
prediction},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {17001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abcf90},
doi = {10.1088/2632-2153/ABCF90},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BjerrumTE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BornMCMMFJCLM21,
author = {Jannis Born and
Matteo Manica and
Joris Cadow and
Greta Markert and
Nil Adell Mill and
Modestas Filipavicius and
Nikita Janakarajan and
Antonio Cardinale and
Teodoro Laino and
Mar{\'{\i}}a Rodr{\'{\i}}guez Mart{\'{\i}}nez},
title = {Data-driven molecular design for discovery and synthesis of novel
ligands: a case study on SARS-CoV-2},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25024},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe808},
doi = {10.1088/2632-2153/ABE808},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BornMCMMFJCLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Bravo-Prieto21,
author = {Carlos Bravo{-}Prieto},
title = {Quantum autoencoders with enhanced data encoding},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35028},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac0616},
doi = {10.1088/2632-2153/AC0616},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Bravo-Prieto21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CaldeiraN21,
author = {Jo{\~{a}}o Caldeira and
Brian Nord},
title = {Deeply uncertain: comparing methods of uncertainty quantification
in deep learning algorithms},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15002},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/aba6f3},
doi = {10.1088/2632-2153/ABA6F3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CaldeiraN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CampbellABORSW21,
author = {Stuart I. Campbell and
Daniel B. Allan and
Andi M. Barbour and
Daniel Olds and
Maksim S. Rakitin and
Reid Smith and
Stuart B. Wilkins},
title = {Outlook for artificial intelligence and machine learning at the {NSLS-II}},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {13001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abbd4e},
doi = {10.1088/2632-2153/ABBD4E},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CampbellABORSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CersonskyHEKC21,
author = {Rose K. Cersonsky and
Benjamin A. Helfrecht and
Edgar A. Engel and
Sergei Kliavinek and
Michele Ceriotti},
title = {Improving sample and feature selection with principal covariates regression},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35038},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abfe7c},
doi = {10.1088/2632-2153/ABFE7C},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CersonskyHEKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChenHHK21,
author = {Samuel Yen{-}Chi Chen and
Chih{-}Min Huang and
Chia{-}Wei Hsing and
Ying{-}Jer Kao},
title = {An end-to-end trainable hybrid classical-quantum classifier},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45021},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac104d},
doi = {10.1088/2632-2153/AC104D},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChenHHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CongXMW21,
author = {Wenxiang Cong and
Yan Xi and
Bruno De Man and
Ge Wang},
title = {Monochromatic image reconstruction via machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25032},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abdbff},
doi = {10.1088/2632-2153/ABDBFF},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CongXMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CreangeKSSPVSJK21,
author = {Nicole Creange and
Kyle P. Kelley and
C. Smith and
D. Sando and
Oliver Paull and
N. Valanoor and
S. Somnath and
S. Jesse and
Sergei V. Kalinin and
Rama K. Vasudevan},
title = {Propagation of priors for more accurate and efficient spectroscopic
functional fits and their application to ferroelectric hysteresis},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45002},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abfbba},
doi = {10.1088/2632-2153/ABFBBA},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/CreangeKSSPVSJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CuiSZ21,
author = {Hugo Cui and
Luca Saglietti and
Lenka Zdeborov{\'{a}}},
title = {Large deviations in the perceptron model and consequences for active
learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abfbbb},
doi = {10.1088/2632-2153/ABFBBB},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CuiSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CuocoPCABCCCEEG21,
author = {Elena Cuoco and
Jade Powell and
Marco Cavagli{\`{a}} and
Kendall Ackley and
Michal Bejger and
Chayan Chatterjee and
Michael Coughlin and
Scott Coughlin and
Paul Easter and
Reed Essick and
Hunter Gabbard and
Timothy Gebhard and
Shaon Ghosh and
Le{\"{\i}}la Haegel and
Alberto Iess and
David Keitel and
Zsuzsa M{\'{a}}rka and
Szabolcs M{\'{a}}rka and
Filip Morawski and
Tri Nguyen and
Rich Ormiston and
Michael P{\"{u}}rrer and
Massimiliano Razzano and
Kai Staats and
Gabriele Vajente and
Daniel Williams},
title = {Enhancing gravitational-wave science with machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {11002},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abb93a},
doi = {10.1088/2632-2153/ABB93A},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CuocoPCABCCCEEG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DanaciLKG21,
author = {Onur Danaci and
Sanjaya Lohani and
Brian T. Kirby and
Ryan T. Glasser},
title = {Machine learning pipeline for quantum state estimation with incomplete
measurements},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35014},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe5f5},
doi = {10.1088/2632-2153/ABE5F5},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DanaciLKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DarulovaTC21,
author = {Jana Darulova and
M. Troyer and
M. C. Cassidy},
title = {Evaluation of synthetic and experimental training data in supervised
machine learning applied to charge-state detection of quantum dots},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45023},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac104c},
doi = {10.1088/2632-2153/AC104C},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DarulovaTC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DingMH21,
author = {Zhiyue Ding and
Lorin S. Matthews and
Truell W. Hyde},
title = {A machine learning based Bayesian optimization solution to non-linear
responses in dusty plasmas},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35017},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe7b7},
doi = {10.1088/2632-2153/ABE7B7},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DingMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DoucetAH21,
author = {Mathieu Doucet and
Richard K. Archibald and
William T. Heller},
title = {Machine learning for neutron reflectometry data analysis of two-layer
thin films},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf257},
doi = {10.1088/2632-2153/ABF257},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/DoucetAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DoucetSDHATPG21,
author = {Mathieu Doucet and
Anjana M. Samarakoon and
Changwoo Do and
William T. Heller and
Richard Archibald and
D. Alan Tennant and
Thomas Proffen and
Garrett E. Granroth},
title = {Machine learning for neutron scattering at {ORNL}},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {23001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abcf88},
doi = {10.1088/2632-2153/ABCF88},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/DoucetSDHATPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Ede21,
author = {Jeffrey M. Ede},
title = {Deep learning in electron microscopy},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {11004},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abd614},
doi = {10.1088/2632-2153/ABD614},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Ede21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Ede21a,
author = {Jeffrey M. Ede},
title = {Adaptive partial scanning transmission electron microscopy with reinforcement
learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45011},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf5b6},
doi = {10.1088/2632-2153/ABF5B6},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Ede21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ErbinF21,
author = {Harold Erbin and
Riccardo Finotello},
title = {Inception neural network for complete intersection Calabi-Yau 3-folds},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {02},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abda61},
doi = {10.1088/2632-2153/ABDA61},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ErbinF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/EssickGHBK21,
author = {Reed Essick and
Patrick Godwin and
Chad Hanna and
Lindy Blackburn and
Erik Katsavounidis},
title = {iDQ: Statistical inference of non-gaussian noise with auxiliary degrees
of freedom in gravitational-wave detectors},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15004},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abab5f},
doi = {10.1088/2632-2153/ABAB5F},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/EssickGHBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FarleyHGTSMH21,
author = {Steff Farley and
Jo E. A. Hodgkinson and
Oliver M. Gordon and
Joanna Turner and
Andrea Soltoggio and
Philip J. Moriarty and
Eug{\'{e}}nie Hunsicker},
title = {Improving the segmentation of scanning probe microscope images using
convolutional neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15015},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc81c},
doi = {10.1088/2632-2153/ABC81C},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FarleyHGTSMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FengT21,
author = {Yu Feng and
Yuhai Tu},
title = {Phases of learning dynamics in artificial neural networks in the absence
or presence of mislabeled data},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {43001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf5b9},
doi = {10.1088/2632-2153/ABF5B9},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FengT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Flam-ShepherdWA21,
author = {Daniel Flam{-}Shepherd and
Tony C. Wu and
Al{\'{a}}n Aspuru{-}Guzik},
title = {{MPGVAE:} improved generation of small organic molecules using message
passing neural nets},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45010},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf5b7},
doi = {10.1088/2632-2153/ABF5B7},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Flam-ShepherdWA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Flam-ShepherdWF21,
author = {Daniel Flam{-}Shepherd and
Tony C. Wu and
Pascal Friederich and
Al{\'{a}}n Aspuru{-}Guzik},
title = {Neural message passing on high order paths},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45009},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf5b8},
doi = {10.1088/2632-2153/ABF5B8},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Flam-ShepherdWF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FriederichKTA21,
author = {Pascal Friederich and
Mario Krenn and
Isaac Tamblyn and
Al{\'{a}}n Aspuru{-}Guzik},
title = {Scientific intuition inspired by machine learning-generated hypotheses},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25027},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abda08},
doi = {10.1088/2632-2153/ABDA08},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FriederichKTA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FriederichLPRA21,
author = {Pascal Friederich and
Salvador Le{\'{o}}n and
Jos{\'{e}} Dar{\'{\i}}o Perea and
Lo{\"{\i}}c M. Roch and
Al{\'{a}}n Aspuru{-}Guzik},
title = {The influence of sorbitol doping on aggregation and electronic properties
of {PEDOT:} {PSS:} a theoretical study},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {01},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ab983b},
doi = {10.1088/2632-2153/AB983B},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/FriederichLPRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GagnerJK21,
author = {Viktor Ahlberg Gagner and
Maja Jensen and
Gergely Katona},
title = {Estimating the probability of coincidental similarity between atomic
displacement parameters with machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35033},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac022d},
doi = {10.1088/2632-2153/AC022D},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GagnerJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GaoC21,
author = {Yansong Gao and
Pratik Chaudhari},
title = {A free-energy principle for representation learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45004},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf984},
doi = {10.1088/2632-2153/ABF984},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GaoC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GiambellucaCOG21,
author = {Francisco L. Giambelluca and
Marcelo A. Cappelletti and
Jorge Rafael Osio and
Luis A. Giambelluca},
title = {Novel automatic scorpion-detection and -recognition system based on
machine-learning techniques},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25018},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abd51d},
doi = {10.1088/2632-2153/ABD51D},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GiambellucaCOG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GiladSS21,
author = {Gal Gilad and
Itay Sason and
Roded Sharan},
title = {An automated approach for determining the number of components in
non-negative matrix factorization with application to mutational signature
learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15013},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc60a},
doi = {10.1088/2632-2153/ABC60A},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GiladSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GlasmannKB21,
author = {Andreu Glasmann and
Alexandros Kyrtsos and
Enrico Bellotti},
title = {Machine learning for analyzing and characterizing InAsSb-based nBn
photodetectors},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25006},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abcf89},
doi = {10.1088/2632-2153/ABCF89},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GlasmannKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GoscinskiFIC21,
author = {Alexander Goscinski and
Guillaume Fraux and
Giulio Imbalzano and
Michele Ceriotti},
title = {The role of feature space in atomistic learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25028},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abdaf7},
doi = {10.1088/2632-2153/ABDAF7},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GoscinskiFIC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GrecoSHGSKS21,
author = {Alessandro Greco and
Vladimir Starostin and
Alexander Hinderhofer and
Alexander Gerlach and
Maximilian W. A. Skoda and
Stefan Kowarik and
Frank Schreiber},
title = {Neural network analysis of neutron and x-ray reflectivity data: pathological
cases, performance and perspectives},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45003},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf9b1},
doi = {10.1088/2632-2153/ABF9B1},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GrecoSHGSKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GreenG21,
author = {Stephen R. Green and
Jonathan Gair},
title = {Complete parameter inference for {GW150914} using deep learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {3},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abfaed},
doi = {10.1088/2632-2153/ABFAED},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GreenG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GuanPPSTVV21,
author = {Wen Guan and
Gabriel N. Perdue and
Arthur Pesah and
Maria Schuld and
Koji Terashi and
Sofia Vallecorsa and
Jean{-}Roch Vlimant},
title = {Quantum machine learning in high energy physics},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {11003},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc17d},
doi = {10.1088/2632-2153/ABC17D},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GuanPPSTVV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GukovHRS21,
author = {Sergei Gukov and
James Halverson and
Fabian Ruehle and
Piotr Sulkowski},
title = {Learning to unknot},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25035},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe91f},
doi = {10.1088/2632-2153/ABE91F},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GukovHRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GuoFGSZ21,
author = {Shangjie Guo and
Amilson R. Fritsch and
Craig Greenberg and
Ian B. Spielman and
Justyna P. Zwolak},
title = {Machine-learning enhanced dark soliton detection in Bose-Einstein
condensates},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35020},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abed1e},
doi = {10.1088/2632-2153/ABED1E},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GuoFGSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GuptaCR21,
author = {Amit Gupta and
Sabyasachi Chakraborty and
Raghunathan Ramakrishnan},
title = {Revving up 13C {NMR} shielding predictions across chemical space:
benchmarks for atoms-in-molecules kernel machine learning with new
data for 134 kilo molecules},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35010},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe347},
doi = {10.1088/2632-2153/ABE347},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GuptaCR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GuptaENMMK21,
author = {Lipi Gupta and
Auralee Edelen and
Nicole Neveu and
Aashwin Mishra and
Christopher Mayes and
Youngkee Kim},
title = {Improving surrogate model accuracy for the {LCLS-II} injector frontend
using convolutional neural networks and transfer learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45025},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac27ff},
doi = {10.1088/2632-2153/AC27FF},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GuptaENMMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HalderD21,
author = {Arpita Halder and
Bimal Datta},
title = {{COVID-19} detection from lung CT-scan images using transfer learning
approach},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45013},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf22c},
doi = {10.1088/2632-2153/ABF22C},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HalderD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HalversonMS21,
author = {James Halverson and
Anindita Maiti and
Keegan Stoner},
title = {Neural networks and quantum field theory},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35002},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abeca3},
doi = {10.1088/2632-2153/ABECA3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HalversonMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HardyL21,
author = {Lucien Hardy and
Adam G. M. Lewis},
title = {Quantum computation with machine-learning-controlled quantum stuff},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15008},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abb215},
doi = {10.1088/2632-2153/ABB215},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/HardyL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HaseAHRCLHA21,
author = {Florian H{\"{a}}se and
Matteo Aldeghi and
Riley J. Hickman and
Lo{\"{\i}}c M. Roch and
Melodie Christensen and
Elena Liles and
Jason E. Hein and
Al{\'{a}}n Aspuru{-}Guzik},
title = {Olympus: a benchmarking framework for noisy optimization and experiment
planning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35021},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abedc8},
doi = {10.1088/2632-2153/ABEDC8},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HaseAHRCLHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HashimotoHY21,
author = {Koji Hashimoto and
Hong{-}Ye Hu and
Yi{-}Zhuang You},
title = {Neural ordinary differential equation and holographic quantum chromodynamics},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35011},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe527},
doi = {10.1088/2632-2153/ABE527},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HashimotoHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HaugMYZPK21,
author = {Tobias Haug and
Wai{-}Keong Mok and
Jia{-}Bin You and
Wenzu Zhang and
Ching Eng Png and
Leong{-}Chuan Kwek},
title = {Classifying global state preparation via deep reinforcement learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {01},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc81f},
doi = {10.1088/2632-2153/ABC81F},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HaugMYZPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HimpelM21,
author = {Michael Himpel and
Andr{\'{e}} Melzer},
title = {Fast 3D particle reconstruction using a convolutional neural network:
application to dusty plasmas},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45019},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac1fc8},
doi = {10.1088/2632-2153/AC1FC8},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HimpelM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HoferKJMS21,
author = {Lucas R. Hofer and
Milan Krstajic and
P{\'{e}}ter Juh{\'{a}}sz and
Anna L. Marchant and
Robert P. Smith},
title = {Atom cloud detection and segmentation using a deep neural network},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45008},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf5ee},
doi = {10.1088/2632-2153/ABF5EE},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HoferKJMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HoffmannFE21,
author = {Lara Hoffmann and
Ines Fortmeier and
Clemens Elster},
title = {Uncertainty quantification by ensemble learning for computational
optical form measurements},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35030},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac0495},
doi = {10.1088/2632-2153/AC0495},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HoffmannFE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HoxhaK21,
author = {Merjem Hoxha and
Hiqmet Kamberaj},
title = {Automation of some macromolecular properties using a machine learning
approach},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35016},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe7b6},
doi = {10.1088/2632-2153/ABE7B6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HoxhaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/IgashovPG21,
author = {Ilia Igashov and
Nikita Pavlichenko and
Sergei Grudinin},
title = {Spherical convolutions on molecular graphs for protein model quality
assessment},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45005},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf856},
doi = {10.1088/2632-2153/ABF856},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/IgashovPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/IgnatenkoABGTIV21,
author = {Alexandr Ignatenko and
Dameli Assalauova and
Sergey A. Bobkov and
Luca Gelisio and
Anton B. Teslyuk and
Viacheslav A. Ilyin and
Ivan A. Vartanyants},
title = {Classification of diffraction patterns in single particle imaging
experiments performed at x-ray free-electron lasers using a convolutional
neural network},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25014},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abd916},
doi = {10.1088/2632-2153/ABD916},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/IgnatenkoABGTIV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/IovanacS21,
author = {Nicolae C. Iovanac and
Brett M. Savoie},
title = {Erratum: Improving the generative performance of chemical autoencoders
through transfer learning {(2020} Mach. Learn.: Sci. Technol. 1 045010)},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {39601},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe194},
doi = {10.1088/2632-2153/ABE194},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/IovanacS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/IvanovKKRSTZ21,
author = {Dmitri Ivanov and
Oleg E. Kalashev and
Mikhail Yu Kuznetsov and
Grigory I. Rubtsov and
Takashi Sako and
Yoshiki Tsunesada and
Yana V. Zhezher},
title = {Using deep learning to enhance event geometry reconstruction for the
telescope array surface detector},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15006},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abae74},
doi = {10.1088/2632-2153/ABAE74},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/IvanovKKRSTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/JetlyC21,
author = {Vishrut Jetly and
Bhaskar Chaudhury},
title = {Extracting electron scattering cross sections from swarm data using
deep neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35025},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf15a},
doi = {10.1088/2632-2153/ABF15A},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/JetlyC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KaiserKB21,
author = {Eurika Kaiser and
J. Nathan Kutz and
Steven L. Brunton},
title = {Data-driven discovery of Koopman eigenfunctions for control},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35023},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf0f5},
doi = {10.1088/2632-2153/ABF0F5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KaiserKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KamingDKLSDW21,
author = {Niklas K{\"{a}}ming and
Anna Dawid and
Korbinian Kottmann and
Maciej Lewenstein and
Klaus Sengstock and
Alexandre Dauphin and
Christof Weitenberg},
title = {Unsupervised machine learning of topological phase transitions from
experimental data},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35037},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abffe7},
doi = {10.1088/2632-2153/ABFFE7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KamingDKLSDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KayasthaR21,
author = {Prakriti Kayastha and
Raghunathan Ramakrishnan},
title = {Machine learning modeling of materials with a group-subgroup structure},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35035},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abffe9},
doi = {10.1088/2632-2153/ABFFE9},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KayasthaR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KehoeWXP21,
author = {Aidan Kehoe and
Peter Wittek and
Yanbo Xue and
Alejandro Pozas{-}Kerstjens},
title = {Defence against adversarial attacks using classical and quantum-enhanced
Boltzmann machines \({}^{\mbox{{\textdagger}}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45006},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf834},
doi = {10.1088/2632-2153/ABF834},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KehoeWXP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KlusGNN21,
author = {Stefan Klus and
Patrick Gel{\ss} and
Feliks N{\"{u}}ske and
Frank No{\'{e}}},
title = {Symmetric and antisymmetric kernels for machine learning problems
in quantum physics and chemistry},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45016},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac14ad},
doi = {10.1088/2632-2153/AC14AD},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KlusGNN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KnijffZ21,
author = {Lisanne Knijff and
Chao Zhang},
title = {Machine learning inference of molecular dipole moment in liquid water},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {03},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac0123},
doi = {10.1088/2632-2153/AC0123},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KnijffZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KolesnichenkoZZ21,
author = {Pavel V. Kolesnichenko and
Qianhui Zhang and
Changxi Zheng and
Michael S. Fuhrer and
Jeffrey A. Davis},
title = {Multidimensional analysis of excitonic spectra of monolayers of tungsten
disulphide: toward computer-aided identification of structural and
environmental perturbations of 2D materials},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25021},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abd87c},
doi = {10.1088/2632-2153/ABD87C},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KolesnichenkoZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KrippendorfS21,
author = {Sven Krippendorf and
Marc Syvaeri},
title = {Detecting symmetries with neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15010},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abbd2d},
doi = {10.1088/2632-2153/ABBD2D},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/KrippendorfS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KrupaLFDDHHHHKL21,
author = {Jeffrey D. Krupa and
Kelvin Lin and
Maria Acosta Flechas and
Jack Dinsmore and
Javier M. Duarte and
Philip C. Harris and
Scott Hauck and
Burt Holzman and
Shih{-}Chieh Hsu and
Thomas Klijnsma and
Mia Liu and
Kevin Pedro and
Dylan S. Rankin and
Natchanon Suaysom and
Matt Trahms and
Nhan Tran},
title = {{GPU} coprocessors as a service for deep learning inference in high
energy physics},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35005},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abec21},
doi = {10.1088/2632-2153/ABEC21},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KrupaLFDDHHHHKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LagerwerfHBB21,
author = {Marinus J. Lagerwerf and
Allard A. Hendriksen and
Jan{-}Willem Buurlage and
Kees Joost Batenburg},
title = {Noise2Filter: fast, self-supervised learning and real-time reconstruction
for 3D computed tomography},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15012},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abbd4d},
doi = {10.1088/2632-2153/ABBD4D},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LagerwerfHBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiangNJ21,
author = {Xiao Liang and
Dan Nguyen and
Steve B. Jiang},
title = {Generalizability issues with deep learning models in medicine and
their potential solutions: illustrated with cone-beam computed tomography
{(CBCT)} to computed tomography {(CT)} image conversion},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15007},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abb214},
doi = {10.1088/2632-2153/ABB214},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LiangNJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiuB21,
author = {Tommy Liu and
Amanda S. Barnard},
title = {Fast derivation of Shapley based feature importances through feature
extraction methods for nanoinformatics},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35034},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac0167},
doi = {10.1088/2632-2153/AC0167},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LiuB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiuMZW21,
author = {Jin{-}Guo Liu and
Liang Mao and
Pan Zhang and
Lei Wang},
title = {Solving quantum statistical mechanics with variational autoregressive
networks and quantum circuits},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25011},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/aba19d},
doi = {10.1088/2632-2153/ABA19D},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LiuMZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiuVKKSAKZ21,
author = {Yongtao Liu and
Rama K. Vasudevan and
Kyle K. Kelley and
Dohyung Kim and
Yogesh Sharma and
Mahshid Ahmadi and
Sergei V. Kalinin and
Maxim A. Ziatdinov},
title = {Decoding the shift-invariant data: applications for band-excitation
scanning probe microscopy \({}^{\mbox{*}}\)},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45028},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac28de},
doi = {10.1088/2632-2153/AC28DE},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/LiuVKKSAKZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LoaizaR21,
author = {Juan Manuel Carmona Loaiza and
Zamaan Raza},
title = {Towards reflectivity profile inversion through artificial neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25034},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe564},
doi = {10.1088/2632-2153/ABE564},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LoaizaR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MadireddyPLBYLH21,
author = {Sandeep Madireddy and
Ji Hwan Park and
Sunwoo Lee and
Prasanna Balaprakash and
Shinjae Yoo and
Wei{-}keng Liao and
Cory D. Hauck and
M. Paul Laiu and
Richard Archibald},
title = {In situ compression artifact removal in scientific data using deep
transfer learning and experience replay},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25010},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc326},
doi = {10.1088/2632-2153/ABC326},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MadireddyPLBYLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MaffettoneLCCCO21,
author = {Phillip M. Maffettone and
Joshua K. Lynch and
Thomas A. Caswell and
Clara E. Cook and
Stuart I. Campbell and
Daniel Olds},
title = {Gaming the beamlines - employing reinforcement learning to maximize
scientific outcomes at large-scale user facilities},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25025},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc9fc},
doi = {10.1088/2632-2153/ABC9FC},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MaffettoneLCCCO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Marino21,
author = {Raffaele Marino},
title = {Learning from survey propagation: a neural network for {MAX-E-3-SAT}},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35032},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac0496},
doi = {10.1088/2632-2153/AC0496},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Marino21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MellandAU21,
author = {Pake Melland and
Jason Albright and
Nathan M. Urban},
title = {Differentiable programming for online training of a neural artificial
viscosity function within a staggered grid Lagrangian hydrodynamics
scheme},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25015},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abd644},
doi = {10.1088/2632-2153/ABD644},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MellandAU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MercadoRLKECB21,
author = {Roc{\'{\i}}o Mercado and
Tobias Rastemo and
Edvard Lindel{\"{o}}f and
G{\"{u}}nter Klambauer and
Ola Engkvist and
Hongming Chen and
Esben Jannik Bjerrum},
title = {Graph networks for molecular design},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25023},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abcf91},
doi = {10.1088/2632-2153/ABCF91},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/MercadoRLKECB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MetzPWB21,
author = {Friederike Metz and
Juan Polo and
Natalya Weber and
Thomas Busch},
title = {Deep-learning-based quantum vortex detection in atomic Bose-Einstein
condensates},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35019},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abea6a},
doi = {10.1088/2632-2153/ABEA6A},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MetzPWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MignaccoUZ21,
author = {Francesca Mignacco and
Pierfrancesco Urbani and
Lenka Zdeborov{\'{a}}},
title = {Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based
algorithms in the phase retrieval problem},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35029},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac0615},
doi = {10.1088/2632-2153/AC0615},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MignaccoUZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MikschMKUA21,
author = {April M. Miksch and
Tobias Morawietz and
Johannes K{\"{a}}stner and
Alexander Urban and
Nongnuch Artrith},
title = {Strategies for the construction of machine-learning potentials for
accurate and efficient atomic-scale simulations},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {31001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abfd96},
doi = {10.1088/2632-2153/ABFD96},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MikschMKUA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MikuniC21,
author = {Vinicius Mikuni and
Florencia Canelli},
title = {Point cloud transformers applied to collider physics},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35027},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac07f6},
doi = {10.1088/2632-2153/AC07F6},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MikuniC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MironovDMC21,
author = {Daniil Mironov and
James H. Durant and
Rebecca Mackenzie and
Joshaniel F. K. Cooper},
title = {Towards automated analysis for neutron reflectivity},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35006},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe7b5},
doi = {10.1088/2632-2153/ABE7B5},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MironovDMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MogushiQCKH21,
author = {Kentaro Mogushi and
Ryan Quitzow{-}James and
Marco Cavagli{\`{a}} and
Sumeet Kulkarni and
Fergus Hayes},
title = {{NNETFIX:} an artificial neural network-based denoising engine for
gravitational-wave signals},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35018},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abea69},
doi = {10.1088/2632-2153/ABEA69},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MogushiQCKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MorawskiBCP21,
author = {Filip Morawski and
Michal Bejger and
Elena Cuoco and
Luigia Petre},
title = {Anomaly detection in gravitational waves data using convolutional
autoencoders},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45014},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf3d0},
doi = {10.1088/2632-2153/ABF3D0},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MorawskiBCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/NataliHMV21,
author = {Laura Natali and
Saga Helgadottir and
Onofrio M. Marag{\`{o}} and
Giovanni Volpe},
title = {Improving epidemic testing and containment strategies using machine
learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35007},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf0f7},
doi = {10.1088/2632-2153/ABF0F7},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/NataliHMV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/NgadiubaLPSGDHR21,
author = {Jennifer Ngadiuba and
Vladimir Loncar and
Maurizio Pierini and
Sioni Summers and
Giuseppe Di Guglielmo and
Javier M. Duarte and
Philip C. Harris and
Dylan S. Rankin and
Sergo Jindariani and
Mia Liu and
Kevin Pedro and
Nhan Tran and
Edward Kreinar and
Sheila Sagear and
Zhenbin Wu and
Duc Hoang},
title = {Compressing deep neural networks on FPGAs to binary and ternary precision
with hls4ml},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/aba042},
doi = {10.1088/2632-2153/ABA042},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/NgadiubaLPSGDHR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/NovikovGPS21,
author = {Ivan S. Novikov and
Konstantin Gubaev and
Evgeny V. Podryabinkin and
Alexander V. Shapeev},
title = {The {MLIP} package: moment tensor potentials with {MPI} and active
learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25002},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc9fe},
doi = {10.1088/2632-2153/ABC9FE},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/NovikovGPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ORiordanDBK21,
author = {Lee J. O'Riordan and
Myles Doyle and
Fabio Baruffa and
Venkatesh Kannan},
title = {A hybrid classical-quantum workflow for natural language processing},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15011},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abbd2e},
doi = {10.1088/2632-2153/ABBD2E},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ORiordanDBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/OgokeMHF21,
author = {Francis Ogoke and
Kazem Meidani and
Amirreza Hashemi and
Amir Barati Farimani},
title = {Graph convolutional networks applied to unstructured flow field data},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45020},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac1fc9},
doi = {10.1088/2632-2153/AC1FC9},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/OgokeMHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PaccolatSW21,
author = {Jonas Paccolat and
Stefano Spigler and
Matthieu Wyart},
title = {How isotropic kernels perform on simple invariants},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25020},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abd485},
doi = {10.1088/2632-2153/ABD485},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/PaccolatSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PaleicoB21,
author = {Mart{\'{\i}}n Leandro Paleico and
J{\"{o}}rg Behler},
title = {A bin and hash method for analyzing reference data and descriptors
in machine learning potentials},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {37001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe663},
doi = {10.1088/2632-2153/ABE663},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PaleicoB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ParkAMBSE21,
author = {Heesoo Park and
Adnan Ali and
Raghvendra Mall and
Halima Bensmail and
Stefano Sanvito and
Fedwa El{-}Mellouhi},
title = {Data-driven enhancement of cubic phase stability in mixed-cation perovskites},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25030},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abdaf9},
doi = {10.1088/2632-2153/ABDAF9},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ParkAMBSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ParkP21,
author = {Gilchan Park and
Line Pouchard},
title = {Advances in scientific literature mining for interpreting materials
characterization},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45007},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf751},
doi = {10.1088/2632-2153/ABF751},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ParkP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ParsaeifardDCFK21,
author = {Behnam Parsaeifard and
Deb Sankar De and
Anders S. Christensen and
Felix A. Faber and
Emir Kocer and
Sandip De and
J{\"{o}}rg Behler and
O. Anatole von Lilienfeld and
Stefan Goedecker},
title = {An assessment of the structural resolution of various fingerprints
commonly used in machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15018},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abb212},
doi = {10.1088/2632-2153/ABB212},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ParsaeifardDCFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PawarM21,
author = {Suraj Pawar and
Romit Maulik},
title = {Distributed deep reinforcement learning for simulation control},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25029},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abdaf8},
doi = {10.1088/2632-2153/ABDAF8},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/PawarM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PernotHS21,
author = {Pascal Pernot and
Bing Huang and
Andreas Savin},
title = {Corrigendum: Impact of non-normal error distributions on the benchmarking
and ranking of quantum machine learning models {(2020} Mach. Learn.:
Sci. Technol. 1 035011)},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {19501},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc350},
doi = {10.1088/2632-2153/ABC350},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PernotHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PosenitskiySL21,
author = {Evgeny Posenitskiy and
Fernand Spiegelman and
Didier Lemoine},
title = {On application of deep learning to simplified quantum-classical dynamics
in electronically excited states},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35039},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abfe3f},
doi = {10.1088/2632-2153/ABFE3F},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PosenitskiySL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Pozas-Kerstjens21,
author = {Alejandro Pozas{-}Kerstjens and
Gorka Mu{\~{n}}oz{-}Gil and
Eloy Pi{\~{n}}ol and
Miguel {\'{A}}ngel Garc{\'{\i}}a{-}March and
Antonio Ac{\'{\i}}n and
Maciej Lewenstein and
Przemyslaw R. Grzybowski},
title = {Efficient training of energy-based models via spin-glass control},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25026},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe807},
doi = {10.1088/2632-2153/ABE807},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Pozas-Kerstjens21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PraegerXGEM21,
author = {Matthew Praeger and
Yunhui Xie and
James A. Grant{-}Jacob and
Robert W. Eason and
Ben Mills},
title = {Playing optical tweezers with deep reinforcement learning: in virtual,
physical and augmented environments},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35024},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abf0f6},
doi = {10.1088/2632-2153/ABF0F6},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PraegerXGEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RakotondrajoaR21,
author = {A. Rakotondrajoa and
Martin Radtke},
title = {Machine learning based quantification of synchrotron radiation-induced
x-ray fluorescence measurements - a case study},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25004},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc9fb},
doi = {10.1088/2632-2153/ABC9FB},
timestamp = {Thu, 30 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RakotondrajoaR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ReddyB21,
author = {Pranath Reddy and
Aranya Bhuti Bhattacherjee},
title = {A hybrid quantum regression model for the prediction of molecular
atomization energies},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25019},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abd486},
doi = {10.1088/2632-2153/ABD486},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ReddyB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ReyesS21,
author = {Justin A. Reyes and
E. Miles Stoudenmire},
title = {Multi-scale tensor network architecture for machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35036},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abffe8},
doi = {10.1088/2632-2153/ABFFE8},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ReyesS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Sadeghnejad-Barkousaraie21,
author = {Azar Sadeghnejad{-}Barkousaraie and
Gyanendra Bohara and
Steve B. Jiang and
Dan Nguyen},
title = {A reinforcement learning application of a guided Monte Carlo Tree
Search algorithm for beam orientation selection in radiation therapy},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35013},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe528},
doi = {10.1088/2632-2153/ABE528},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Sadeghnejad-Barkousaraie21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SchaferSKBK21,
author = {Frank Sch{\"{a}}fer and
Pavel Sekatski and
Martin Koppenh{\"{o}}fer and
Christoph Bruder and
Michal Kloc},
title = {Control of stochastic quantum dynamics by differentiable programming},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35004},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abec22},
doi = {10.1088/2632-2153/ABEC22},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SchaferSKBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SchwallerVLR21,
author = {Philippe Schwaller and
Alain C. Vaucher and
Teodoro Laino and
Jean{-}Louis Reymond},
title = {Prediction of chemical reaction yields using deep learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15016},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc81d},
doi = {10.1088/2632-2153/ABC81D},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/SchwallerVLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ScottM21,
author = {Cory B. Scott and
Eric Mjolsness},
title = {Graph prolongation convolutional networks: explicitly multiscale machine
learning on graphs with applications to modeling of cytoskeleton},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15009},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abb6d2},
doi = {10.1088/2632-2153/ABB6D2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/ScottM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SergazinovK21,
author = {Renat Sergazinov and
Miroslav Kram{\'{a}}r},
title = {Machine learning approach to force reconstruction in photoelastic
materials},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45030},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac29d5},
doi = {10.1088/2632-2153/AC29D5},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SergazinovK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ShenKEA21,
author = {Cynthia Shen and
Mario Krenn and
Sagi Eppel and
Al{\'{a}}n Aspuru{-}Guzik},
title = {Deep molecular dreaming: inverse machine learning for de-novo molecular
design and interpretability with surjective representations},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {03},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac09d6},
doi = {10.1088/2632-2153/AC09D6},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ShenKEA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ShlomiBV21,
author = {Jonathan Shlomi and
Peter W. Battaglia and
Jean{-}Roch Vlimant},
title = {Graph neural networks in particle physics},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {21001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abbf9a},
doi = {10.1088/2632-2153/ABBF9A},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ShlomiBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ShuaibiSCU21,
author = {Muhammed Shuaibi and
Saurabh Sivakumar and
Rui Qi Chen and
Zachary W. Ulissi},
title = {Enabling robust offline active learning for machine learning potentials
using simple physics-based priors},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25007},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abcc44},
doi = {10.1088/2632-2153/ABCC44},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ShuaibiSCU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SpragueCWT21,
author = {Kyle Sprague and
Juan Carrasquilla and
Stephen Whitelam and
Isaac Tamblyn},
title = {Watch and learn - a generalized approach for transferrable learning
in deep neural networks via physical principles},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {02},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc81b},
doi = {10.1088/2632-2153/ABC81B},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SpragueCWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/StukeRT21,
author = {Annika Stuke and
Patrick Rinke and
Milica Todorovic},
title = {Efficient hyperparameter tuning for kernel ridge regression with Bayesian
optimization},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35022},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abee59},
doi = {10.1088/2632-2153/ABEE59},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/StukeRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SwekeKNE21,
author = {Ryan Sweke and
Markus S. Kesselring and
Evert P. L. van Nieuwenburg and
Jens Eisert},
title = {Reinforcement learning decoders for fault-tolerant quantum computation},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25005},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc609},
doi = {10.1088/2632-2153/ABC609},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SwekeKNE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ThavarajahZMC21,
author = {Rohan Thavarajah and
Xiang Zhai and
Zheren Ma and
David Castineira},
title = {Fast modeling and understanding fluid dynamics systems with encoder-decoder
networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25022},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abd1cf},
doi = {10.1088/2632-2153/ABD1CF},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ThavarajahZMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TianJT21,
author = {Hao Tian and
Xi Jiang and
Peng Tao},
title = {PASSer: prediction of allosteric sites server},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35015},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe6d6},
doi = {10.1088/2632-2153/ABE6D6},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/TianJT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Vanchurin21,
author = {Vitaly Vanchurin},
title = {Toward a theory of machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35012},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe6d7},
doi = {10.1088/2632-2153/ABE6D7},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Vanchurin21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Venkatakrishnan21,
author = {Singanallur V. Venkatakrishnan and
Amirkoushyar Ziabari and
Jacob D. Hinkle and
Andrew W. Needham and
Jeffrey M. Warren and
Hassina Z. Bilheux},
title = {Convolutional neural network based non-iterative reconstruction for
accelerating neutron tomography},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25031},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abde8e},
doi = {10.1088/2632-2153/ABDE8E},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Venkatakrishnan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/VisschersBB21,
author = {Jim C. Visschers and
Dmitry Budker and
Lykourgos Bougas},
title = {Rapid parameter estimation of discrete decaying signals using autoencoder
networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45024},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac1eea},
doi = {10.1088/2632-2153/AC1EEA},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/VisschersBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WalkerT21,
author = {Nicholas Walker and
Ka{-}Ming Tam},
title = {InfoCGAN classification of 2D square Ising configurations},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abcc45},
doi = {10.1088/2632-2153/ABCC45},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WalkerT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WangXSSJZ21,
author = {Lingxiao Wang and
Tian Xu and
Till Hannes Stoecker and
Horst St{\"{o}}cker and
Yin Jiang and
Kai Zhou},
title = {Machine learning spatio-temporal epidemiological model to evaluate
Germany-county-level {COVID-19} risk},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35031},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac0314},
doi = {10.1088/2632-2153/AC0314},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WangXSSJZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WangYLLCTS21,
author = {Chunpeng Wang and
Feng Yu and
Yiyang Liu and
Xiaoyun Li and
Jige Chen and
Jeyan Thiyagalingam and
Alessandro Sepe},
title = {Deploying the Big Data Science Center at the Shanghai Synchrotron
Radiation Facility: the first superfacility platform in China},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35003},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe193},
doi = {10.1088/2632-2153/ABE193},
timestamp = {Tue, 22 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/WangYLLCTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WangZJG21,
author = {Haozhu Wang and
Zeyu Zheng and
Chengang Ji and
L. Jay Guo},
title = {Automated multi-layer optical design via deep reinforcement learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25013},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc327},
doi = {10.1088/2632-2153/ABC327},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WangZJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WozniakowskiTGB21,
author = {Alex Wozniakowski and
Jayne Thompson and
Mile Gu and
Felix C. Binder},
title = {A new formulation of gradient boosting},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45022},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac1ee9},
doi = {10.1088/2632-2153/AC1EE9},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WozniakowskiTGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WuNXBSSPJ21,
author = {Chao Wu and
Dan Nguyen and
Yixun Xing and
Ana M. Barragan{-}Montero and
Jan Schuemann and
Haijiao Shang and
Yuehu Pu and
Steve B. Jiang},
title = {Improving proton dose calculation accuracy by using deep learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15017},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abb6d5},
doi = {10.1088/2632-2153/ABB6D5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WuNXBSSPJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/YanxonZTMZ21,
author = {Howard Yanxon and
David Zagaceta and
Binh Tang and
David S. Matteson and
Qiang Zhu},
title = {PyXtal{\_}FF: a python library for automated force field generation},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {27001},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc940},
doi = {10.1088/2632-2153/ABC940},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/YanxonZTMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/YoonCRWBGFU21,
author = {Junwoong Yoon and
Zhonglin Cao and
Rajesh K. Raju and
Yuyang Wang and
Robert Burnley and
Andrew J. Gellman and
Amir Barati Farimani and
Zachary W. Ulissi},
title = {Deep reinforcement learning for predicting kinetic pathways to surface
reconstruction in a ternary alloy},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45018},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac191c},
doi = {10.1088/2632-2153/AC191C},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/YoonCRWBGFU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZauchnerFCHL21,
author = {Mario G. Zauchner and
Stefano Dal Forno and
G{\'{a}}bor Cs{\'{a}}nyi and
Andrew P. Horsfield and
Johannes Lischner},
title = {Predicting polarizabilities of silicon clusters using local chemical
environments},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45029},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac2cfe},
doi = {10.1088/2632-2153/AC2CFE},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZauchnerFCHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZaverkinK21,
author = {Viktor Zaverkin and
Johannes K{\"{a}}stner},
title = {Exploration of transferable and uniformly accurate neural network
interatomic potentials using optimal experimental design},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {3},
pages = {35009},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abe294},
doi = {10.1088/2632-2153/ABE294},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZaverkinK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZhangHZY21,
author = {Shi{-}Xin Zhang and
Chang{-}Yu Hsieh and
Shengyu Zhang and
Hong Yao},
title = {Neural predictor based quantum architecture search},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {4},
pages = {45027},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/ac28dd},
doi = {10.1088/2632-2153/AC28DD},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZhangHZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZhangSH21,
author = {Zhe Zhang and
Minghao Song and
Xiaobiao Huang},
title = {Online accelerator optimization with a machine learning-based stochastic
algorithm},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {1},
pages = {15014},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abc81e},
doi = {10.1088/2632-2153/ABC81E},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/ZhangSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZhaoCSV21,
author = {Tianchen Zhao and
Giuseppe Carleo and
James Stokes and
Shravan K. Veerapaneni},
title = {Natural evolution strategies and variational Monte Carlo},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {02},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abcb50},
doi = {10.1088/2632-2153/ABCB50},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZhaoCSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZhouZJLN21,
author = {Sharon Zhou and
Jiequan Zhang and
Hang Jiang and
Torbj{\"{o}}rn Lundh and
Andrew Y. Ng},
title = {Data augmentation with Mobius transformations},
journal = {Mach. Learn. Sci. Technol.},
volume = {2},
number = {2},
pages = {25016},
year = {2021},
url = {https://doi.org/10.1088/2632-2153/abd615},
doi = {10.1088/2632-2153/ABD615},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZhouZJLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AbdallahFLSSATL20,
author = {Hassan Abdallah and
Brent Formosa and
Asiri Liyanaarachchi and
Maranda Saigh and
Samantha Silvers and
Suzan Arslanturk and
Douglas J. Taatjes and
Lars Larsson and
Bhanu P. Jena and
Domenico L. Gatti},
title = {Res-CR-Net, a residual network with a novel architecture optimized
for the semantic segmentation of microscopy images},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45004},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba8e8},
doi = {10.1088/2632-2153/ABA8E8},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/AbdallahFLSSATL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Albarran-Arriagada20,
author = {Francisco Albarr{\'{a}}n{-}Arriagada and
Juan Carlos Retamal and
Enrique Solano and
Lucas Lamata},
title = {Reinforcement learning for semi-autonomous approximate quantum eigensolver},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15002},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab43b4},
doi = {10.1088/2632-2153/AB43B4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Albarran-Arriagada20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AlcazarLP20,
author = {Javier Alcazar and
Vicente Leyton{-}Ortega and
Alejandro Perdomo{-}Ortiz},
title = {Classical versus quantum models in machine learning: insights from
a finance application},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35003},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab9009},
doi = {10.1088/2632-2153/AB9009},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AlcazarLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/AlvesF20,
author = {Alexandre Alves and
Felipe F. Freitas},
title = {Towards recognizing the light facet of the Higgs boson},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45025},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba8e6},
doi = {10.1088/2632-2153/ABA8E6},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/AlvesF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BarkerSLSGHFB20,
author = {Adam J. Barker and
H. Style and
K. Luksch and
S. Sunami and
D. Garrick and
F. Hill and
Christopher J. Foot and
Elliot Bentine},
title = {Applying machine learning optimization methods to the production of
a quantum gas},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15007},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab6432},
doi = {10.1088/2632-2153/AB6432},
timestamp = {Wed, 05 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BarkerSLSGHFB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BradleyST20,
author = {Tai{-}Danae Bradley and
E. Miles Stoudenmire and
John Terilla},
title = {Modeling sequences with quantum states: a look under the hood},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35008},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab8731},
doi = {10.1088/2632-2153/AB8731},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BradleyST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/BreretonMSRASW20,
author = {Andrew E. Brereton and
Stephen MacKinnon and
Zhaleh Safikhani and
Shawn Reeves and
Sana Alwash and
Vijay Shahani and
Andreas Windemuth},
title = {Predicting drug properties with parameter-free machine learning: pareto-optimal
embedded modeling {(POEM)}},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25008},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab891b},
doi = {10.1088/2632-2153/AB891B},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/BreretonMSRASW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CavagliaGHSSZ20,
author = {Marco Cavagli{\`{a}} and
Sergio Gaudio and
Travis Hansen and
Kai Staats and
Marek Szczepanczyk and
Michele Zanolin},
title = {Improving the background of gravitational-wave searches for core collapse
supernovae: a machine learning approach},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15005},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab527d},
doi = {10.1088/2632-2153/AB527D},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/CavagliaGHSSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/CaylakLB20,
author = {Onur {\c{C}}aylak and
O. Anatole von Lilienfeld and
Bj{\"{o}}rn Baumeier},
title = {Wasserstein metric for improved quantum machine learning with adjacency
matrix representations},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {03},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba048},
doi = {10.1088/2632-2153/ABA048},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/CaylakLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChaKL20,
author = {Jaehoon Cha and
Kyeong Soo Kim and
Sanghyuk Lee},
title = {Hierarchical Auxiliary Learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45002},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba7b3},
doi = {10.1088/2632-2153/ABA7B3},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChaKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChitturiVLW20,
author = {Sathya R. Chitturi and
Philipp C. Verpoort and
Alpha A. Lee and
David J. Wales},
title = {Perspective: new insights from loss function landscapes of neural
networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {23002},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab7aef},
doi = {10.1088/2632-2153/AB7AEF},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChitturiVLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ChristensenL20,
author = {Anders S. Christensen and
O. Anatole von Lilienfeld},
title = {On the role of gradients for machine learning of molecular energies
and forces},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45018},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abba6f},
doi = {10.1088/2632-2153/ABBA6F},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ChristensenL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DeCostHTKCG20,
author = {Brian DeCost and
Jason Hattrick{-}Simpers and
Zachary Trautt and
Aaron Gilad Kusne and
Eva Campo and
Martin Green},
title = {Scientific {AI} in materials science: a path to a sustainable and
scalable paradigm},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {33001},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab9a20},
doi = {10.1088/2632-2153/AB9A20},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DeCostHTKCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DeSantisWBA20,
author = {Derek DeSantis and
Phillip J. Wolfram and
Katrina Bennett and
Boian S. Alexandrov},
title = {Coarse-grain cluster analysis of tensors with application to climate
biome identification},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45020},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abb676},
doi = {10.1088/2632-2153/ABB676},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DeSantisWBA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/DreraKS20,
author = {G. Drera and
Chahan M. Kropf and
L. Sangaletti},
title = {Deep neural network for x-ray photoelectron spectroscopy data analysis},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15008},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab5da6},
doi = {10.1088/2632-2153/AB5DA6},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/DreraKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Ede20,
author = {Jeffrey M. Ede},
title = {Warwick electron microscopy datasets},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45003},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab9c3c},
doi = {10.1088/2632-2153/AB9C3C},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Ede20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/EdeB20,
author = {Jeffrey M. Ede and
Richard Beanland},
title = {Adaptive learning rate clipping stabilizes learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15011},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab81e2},
doi = {10.1088/2632-2153/AB81E2},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/EdeB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ErichsonMBK20,
author = {N. Benjamin Erichson and
Krithika Manohar and
Steven L. Brunton and
J. Nathan Kutz},
title = {Randomized {CP} tensor decomposition},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25012},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab8240},
doi = {10.1088/2632-2153/AB8240},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ErichsonMBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FanelliP20,
author = {Cristiano Fanelli and
Jary Pomponi},
title = {DeepRICH: learning deeply Cherenkov detectors},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15010},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab845a},
doi = {10.1088/2632-2153/AB845A},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FanelliP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FangBK20,
author = {Chao Fang and
Amin Barzeger and
Helmut G. Katzgraber},
title = {Machine learning in physics: the pitfalls of poisoned training sets},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45001},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba821},
doi = {10.1088/2632-2153/ABA821},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FangBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/FrankelTJ20,
author = {Ari Frankel and
Kousuke Tachida and
Reese E. Jones},
title = {Prediction of the evolution of the stress field of polycrystals undergoing
elastic-plastic deformation with a hybrid neural network model},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35005},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab9299},
doi = {10.1088/2632-2153/AB9299},
timestamp = {Fri, 28 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/FrankelTJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GaoIK20,
author = {Christina Gao and
Joshua Isaacson and
Claudius Krause},
title = {i- flow: High-dimensional integration and sampling with normalizing
flows},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45023},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abab62},
doi = {10.1088/2632-2153/ABAB62},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GaoIK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GopakumarS20,
author = {Vignesh Gopakumar and
D. Samaddar},
title = {Image mapping the temporal evolution of edge characteristics in tokamaks
using neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15006},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab5639},
doi = {10.1088/2632-2153/AB5639},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GopakumarS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GordonJM20,
author = {Oliver M. Gordon and
Filipe L. Q. Junqueira and
Philip J. Moriarty},
title = {Embedding human heuristics in machine-learning-enabled probe microscopy},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15001},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab42ec},
doi = {10.1088/2632-2153/AB42EC},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GordonJM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GordonM20,
author = {Oliver M. Gordon and
Philip J. Moriarty},
title = {Machine learning at the (sub)atomic scale: next generation scanning
probe microscopy},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {23001},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab7d2f},
doi = {10.1088/2632-2153/AB7D2F},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GordonM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GriffithsKSTV20,
author = {Jack Griffiths and
Steven Kleinegesse and
D. Saunders and
R. Taylor and
Antonin Vacheret},
title = {Pulse shape discrimination and exploration of scintillation signals
using convolutional neural networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45022},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abb781},
doi = {10.1088/2632-2153/ABB781},
timestamp = {Sat, 26 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GriffithsKSTV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/GuptaS20,
author = {Gaurav Gupta and
S. Saini},
title = {{DAVI:} Deep learning-based tool for alignment and single nucleotide
variant identification},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25013},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab7e19},
doi = {10.1088/2632-2153/AB7E19},
timestamp = {Sat, 26 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/GuptaS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HeinenSRL20,
author = {Stefan N. Heinen and
Max Schwilk and
Guido Falk von Rudorff and
O. Anatole von Lilienfeld},
title = {Machine learning the computational cost of quantum chemistry},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25002},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab6ac4},
doi = {10.1088/2632-2153/AB6AC4},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/HeinenSRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HejaziLFOK20,
author = {Davoud Hejazi and
Shuangjun Liu and
Amirreza Farnoosh and
Sarah Ostadabbas and
Swastik Kar},
title = {Development of use-specific high-performance cyber-nanomaterial optical
detectors by effective choice of machine learning algorithms},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25007},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab8967},
doi = {10.1088/2632-2153/AB8967},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HejaziLFOK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HelfrechtCFC20,
author = {Benjamin A. Helfrecht and
Rose K. Cersonsky and
Guillaume Fraux and
Michele Ceriotti},
title = {Structure-property maps with Kernel principal covariates regression},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45021},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba9ef},
doi = {10.1088/2632-2153/ABA9EF},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HelfrechtCFC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HinrichMM20,
author = {Jesper L{\o}ve Hinrich and
Kristoffer H. Madsen and
Morten M{\o}rup},
title = {The probabilistic tensor decomposition toolbox},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25011},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab8241},
doi = {10.1088/2632-2153/AB8241},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HinrichMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HodappS20,
author = {Max Hodapp and
Alexander V. Shapeev},
title = {In operando active learning of interatomic interaction during large-scale
simulations},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45005},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba373},
doi = {10.1088/2632-2153/ABA373},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HodappS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HortuaMV20,
author = {H{\'{e}}ctor J. Hort{\'{u}}a and
Luigi Malag{\`{o}} and
Riccardo Volpi},
title = {Constraining the Reionization History using Bayesian Normalizing Flows},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35014},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba6f1},
doi = {10.1088/2632-2153/ABA6F1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HortuaMV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/HyunKCCS20,
author = {Chang Min Hyun and
Kang Cheol Kim and
Hyun Cheol Cho and
Jae Kyu Choi and
Jin Keun Seo},
title = {Framelet pooling aided deep learning network: the method to process
high dimensional medical data},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15009},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab592b},
doi = {10.1088/2632-2153/AB592B},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/HyunKCCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/IessCMP20,
author = {Alberto Iess and
Elena Cuoco and
Filip Morawski and
Jade Powell},
title = {Core-Collapse supernova gravitational-wave search and deep learning
classification},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25014},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab7d31},
doi = {10.1088/2632-2153/AB7D31},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/IessCMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/IovanacS20,
author = {Nicolae C. Iovanac and
Brett M. Savoie},
title = {Improving the generative performance of chemical autoencoders through
transfer learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45010},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abae75},
doi = {10.1088/2632-2153/ABAE75},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/IovanacS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KamalCBR20,
author = {Deepak Kamal and
Anand Chandrasekaran and
Rohit Batra and
Rampi Ramprasad},
title = {A charge density prediction model for hydrocarbons using deep neural
networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25003},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab5929},
doi = {10.1088/2632-2153/AB5929},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KamalCBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KawaiN20,
author = {Hiroki Kawai and
Yuya O. Nakagawa},
title = {Predicting excited states from ground state wavefunction by supervised
quantum machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45027},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba183},
doi = {10.1088/2632-2153/ABA183},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KawaiN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/KrennHNFA20,
author = {Mario Krenn and
Florian H{\"{a}}se and
AkshatKumar Nigam and
Pascal Friederich and
Al{\'{a}}n Aspuru{-}Guzik},
title = {Self-referencing embedded strings {(SELFIES):} {A} 100{\%} robust
molecular string representation},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45024},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba947},
doi = {10.1088/2632-2153/ABA947},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/KrennHNFA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Lamata20,
author = {Lucas Lamata},
title = {Quantum machine learning and quantum biomimetics: {A} perspective},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {33002},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab9803},
doi = {10.1088/2632-2153/AB9803},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Lamata20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LambardG20,
author = {Guillaume Lambard and
Ekaterina Gracheva},
title = {{SMILES-X:} autonomous molecular compounds characterization for small
datasets without descriptors},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25004},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab57f3},
doi = {10.1088/2632-2153/AB57F3},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LambardG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LeeF20,
author = {Woo{-}Seok Lee and
Sergej Flach},
title = {Deep learning of chaos classification},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45019},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abb6d3},
doi = {10.1088/2632-2153/ABB6D3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LeeF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LentonVSNR20,
author = {Isaac C. D. Lenton and
Giovanni Volpe and
Alexander B. Stilgoe and
Timo A. Nieminen and
Halina Rubinsztein{-}Dunlop},
title = {Machine learning reveals complex behaviours in optically trapped particles},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45009},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abae76},
doi = {10.1088/2632-2153/ABAE76},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/LentonVSNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Lilienfeld20,
author = {O. Anatole von Lilienfeld},
title = {Introducing Machine Learning: Science and Technology},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {10201},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab6d5d},
doi = {10.1088/2632-2153/AB6D5D},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Lilienfeld20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiuATB20,
author = {Shusen Liu and
Rushil Anirudh and
Jayaraman J. Thiagarajan and
Peer{-}Timo Bremer},
title = {Uncovering interpretable relationships in high-dimensional scientific
data through function preserving projections},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45016},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abab60},
doi = {10.1088/2632-2153/ABAB60},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LiuATB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LiuCLLC20,
author = {Genyue Liu and
Mo Chen and
Yi{-}Xiang Liu and
David Layden and
Paola Cappellaro},
title = {Repetitive readout enhanced by machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15003},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab4e24},
doi = {10.1088/2632-2153/AB4E24},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LiuCLLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LohaniG20,
author = {Sanjaya Lohani and
Ryan T. Glasser},
title = {Coherent optical communications enhanced by machine intelligence},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35006},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab9c3d},
doi = {10.1088/2632-2153/AB9C3D},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LohaniG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/LohaniKBDG20,
author = {Sanjaya Lohani and
Brian T. Kirby and
Michael Brodsky and
Onur Danaci and
Ryan T. Glasser},
title = {Machine learning assisted quantum state estimation},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35007},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab9a21},
doi = {10.1088/2632-2153/AB9A21},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/LohaniKBDG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ManginiTGMB20,
author = {Stefano Mangini and
Francesco Tacchino and
Dario Gerace and
Chiara Macchiavello and
Daniele Bajoni},
title = {Quantum computing model of an artificial neuron with continuously
valued input data},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45008},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abaf98},
doi = {10.1088/2632-2153/ABAF98},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ManginiTGMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Manzhos20,
author = {Sergei Manzhos},
title = {Machine learning for the solution of the Schr{\"{o}}dinger equation},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {13002},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab7d30},
doi = {10.1088/2632-2153/AB7D30},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Manzhos20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/McCandlessKP20,
author = {Tyler C. McCandless and
Branko Kosovic and
William Petzke},
title = {Enhancing wildfire spread modelling by building a gridded fuel moisture
content product with machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35010},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba480},
doi = {10.1088/2632-2153/ABA480},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/McCandlessKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/McCluskeyCAS20,
author = {Andrew McCluskey and
Joshaniel F. K. Cooper and
Tom Arnold and
Tim Snow},
title = {A general approach to maximise information density in neutron reflectometry
analysis},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35002},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab94c4},
doi = {10.1088/2632-2153/AB94C4},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/McCluskeyCAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MeltonNOBRZBJKZ20,
author = {Charles N. Melton and
Marcus Michael Noack and
Taisuke Ohta and
Thomas E. Beechem and
Jeremy Robinson and
Xiaotian Zhang and
Aaron Bostwick and
Chris Jozwiak and
Roland J. Koch and
Petrus H. Zwart and
Alexander Hexemer and
Eli Rotenberg},
title = {K-means-driven Gaussian Process data collection for angle-resolved
photoemission spectroscopy},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45015},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abab61},
doi = {10.1088/2632-2153/ABAB61},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MeltonNOBRZBJKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MishraRN20,
author = {Amit Mishra and
Pranath Reddy and
Rahul Nigam},
title = {Baryon density extraction and isotropy analysis of cosmic microwave
background using deep learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45012},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abab63},
doi = {10.1088/2632-2153/ABAB63},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MishraRN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/MorawskiBC20,
author = {Filip Morawski and
Michal Bejger and
Pawel Ciecielag},
title = {Convolutional neural network classifier for the output of the time-domain
{\textdollar}{\textbackslash}mathcal\{F\}{\textdollar}-statistic all-sky
search for continuous gravitational waves},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25016},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab86c7},
doi = {10.1088/2632-2153/AB86C7},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/MorawskiBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/OakesMG20,
author = {Tom H. E. Oakes and
Adam Moss and
Juan P. Garrahan},
title = {A deep learning functional estimator of optimal dynamics for sampling
large deviations},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35004},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab95a1},
doi = {10.1088/2632-2153/AB95A1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/OakesMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/OordDCO20,
author = {Cas van der Oord and
Genevi{\`{e}}ve Dusson and
G{\'{a}}bor Cs{\'{a}}nyi and
Christoph Ortner},
title = {Regularised atomic body-ordered permutation-invariant polynomials
for the construction of interatomic potentials},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15004},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab527c},
doi = {10.1088/2632-2153/AB527C},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/OordDCO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/OxleyYBSZLJVK20,
author = {M. P. Oxley and
Junqi Yin and
N. Borodinov and
Suhas Somnath and
Maxim A. Ziatdinov and
Andrew R. Lupini and
Stephen Jesse and
Rama K. Vasudevan and
Sergei V. Kalinin},
title = {Deep learning of interface structures from simulated 4D {STEM} data:
cation intermixing vs. roughening},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {04},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba32d},
doi = {10.1088/2632-2153/ABA32D},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/OxleyYBSZLJVK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PawlowskiU20,
author = {Jan M. Pawlowski and
Julian M. Urban},
title = {Reducing autocorrelation times in lattice simulations with generative
adversarial networks},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45011},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abae73},
doi = {10.1088/2632-2153/ABAE73},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PawlowskiU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/PernotHS20,
author = {Pascal Pernot and
Bing Huang and
Andreas Savin},
title = {Impact of non-normal error distributions on the benchmarking and ranking
of quantum machine learning models},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35011},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba184},
doi = {10.1088/2632-2153/ABA184},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/PernotHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RashidiCMTHW20,
author = {Mohammad Rashidi and
Jeremiah Croshaw and
Kieran Mastel and
Marcus Tamura and
Hedieh Hosseinzadeh and
Robert A. Wolkow},
title = {Deep learning-guided surface characterization for autonomous hydrogen
lithography},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25001},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab6d5e},
doi = {10.1088/2632-2153/AB6D5E},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RashidiCMTHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/RudorffHBL20,
author = {Guido Falk von Rudorff and
Stefan N. Heinen and
Marco Bragato and
O. Anatole von Lilienfeld},
title = {Thousands of reactants and transition states for competing {E2} and
S{\textdollar}{\_}{\textbackslash}mathrm\{N\}{\textdollar}2 reactions},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45026},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba822},
doi = {10.1088/2632-2153/ABA822},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/RudorffHBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SchaferKBL20,
author = {Frank Sch{\"{a}}fer and
Michal Kloc and
Christoph Bruder and
Niels L{\"{o}}rch},
title = {A differentiable programming method for quantum control},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35009},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab9802},
doi = {10.1088/2632-2153/AB9802},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SchaferKBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SchindlerJ20,
author = {Frank Schindler and
Adam S. Jermyn},
title = {Algorithms for tensor network contraction ordering},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35001},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab94c5},
doi = {10.1088/2632-2153/AB94C5},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SchindlerJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ShanJYLPW20,
author = {Hongming Shan and
Xun Jia and
Pingkun Yan and
Yunyao Li and
Harald Paganetti and
Ge Wang},
title = {Synergizing medical imaging and radiotherapy with deep learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {21001},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab869f},
doi = {10.1088/2632-2153/AB869F},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ShanJYLPW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Simsek20,
author = {Ergun Simsek},
title = {Determining optical constants of 2D materials with neural networks
from multi-angle reflectometry data},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {01},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab6d5f},
doi = {10.1088/2632-2153/AB6D5F},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Simsek20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SivaramanJSVAVP20,
author = {Ganesh Sivaraman and
Nicholas E. Jackson and
Benjam{\'{\i}}n S{\'{a}}nchez{-}Lengeling and
{\'{A}}lvaro V{\'{a}}zquez{-}Mayagoitia and
Al{\'{a}}n Aspuru{-}Guzik and
Venkatram Vishwanath and
Juan J. de Pablo},
title = {A machine learning workflow for molecular analysis: application to
melting points},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25015},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab8aa3},
doi = {10.1088/2632-2153/AB8AA3},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlst/SivaramanJSVAVP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/StieffenhoferWB20,
author = {Marc Stieffenhofer and
Michael Wand and
Tristan Bereau},
title = {Adversarial reverse mapping of equilibrated condensed-phase molecular
structures},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45014},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abb6d4},
doi = {10.1088/2632-2153/ABB6D4},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/StieffenhoferWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/StielowSPFS20,
author = {Thomas Stielow and
Robin Schmidt and
Christian Peltz and
Thomas Fennel and
S. Scheel},
title = {Fast reconstruction of single-shot wide-angle diffraction images through
deep learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45007},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abb213},
doi = {10.1088/2632-2153/ABB213},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/StielowSPFS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/Strong20,
author = {Giles Chatham Strong},
title = {On the impact of selected modern deep-learning techniques to the performance
and celerity of classification models in an experimental high-energy
physics use case},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45006},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab983a},
doi = {10.1088/2632-2153/AB983A},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/Strong20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/SunKBK20,
author = {Chang Sun and
Eurika Kaiser and
Steven L. Brunton and
J. Nathan Kutz},
title = {Deep reinforcement learning for optical systems: {A} case study of
mode-locked lasers},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45013},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/abb6d6},
doi = {10.1088/2632-2153/ABB6D6},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/SunKBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TranNYZXU20,
author = {Kevin Tran and
Willie Neiswanger and
Junwoong Yoon and
Qingyang Zhang and
Eric P. Xing and
Zachary W. Ulissi},
title = {Methods for comparing uncertainty quantifications for material property
predictions},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25006},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab7e1a},
doi = {10.1088/2632-2153/AB7E1A},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TranNYZXU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TruongSVA20,
author = {Duc Phan Minh Truong and
Erik Skau and
Vladimir I. Valtchinov and
Boian S. Alexandrov},
title = {Determination of latent dimensionality in international trade flow},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45017},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba9ee},
doi = {10.1088/2632-2153/ABA9EE},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TruongSVA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/UnkeKPKM20,
author = {Oliver T. Unke and
Debasish Koner and
Sarbani Patra and
Silvan K{\"{a}}ser and
Markus Meuwly},
title = {High-dimensional potential energy surfaces for molecular simulations:
from empiricism to machine learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {13001},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab5922},
doi = {10.1088/2632-2153/AB5922},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/UnkeKPKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/VarolgunesBR20,
author = {Yasemin Bozkurt Varolgunes and
Tristan Bereau and
Joseph F. Rudzinski},
title = {Interpretable embeddings from molecular simulations using Gaussian
mixture variational autoencoders},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {1},
pages = {15012},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab80b7},
doi = {10.1088/2632-2153/AB80B7},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/VarolgunesBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/VenturiPAV20,
author = {Victor Venturi and
Holden Parks and
Zeeshan Ahmad and
Venkatasubramanian Viswanathan},
title = {Machine learning enabled discovery of application dependent design
principles for two-dimensional materials},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35015},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba002},
doi = {10.1088/2632-2153/ABA002},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/VenturiPAV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/VladykaA20,
author = {Anton Vladyka and
Tim Albrecht},
title = {Unsupervised classification of single-molecule data with autoencoders
and transfer learning},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35013},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba6f2},
doi = {10.1088/2632-2153/ABA6F2},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/VladykaA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WestermayrFCLM20,
author = {Julia Westermayr and
Felix A. Faber and
Anders S. Christensen and
O. Anatole von Lilienfeld and
Philipp Marquetand},
title = {Neural networks and kernel ridge regression for excited states dynamics
of CH2NH{\textdollar}{\_}2+{\textdollar}: From single-state to multi-state
representations and multi-property machine learning models},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25009},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab88d0},
doi = {10.1088/2632-2153/AB88D0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WestermayrFCLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WestermayrM20,
author = {Julia Westermayr and
Philipp Marquetand},
title = {Machine learning and excited-state molecular dynamics},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {43001},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab9c3e},
doi = {10.1088/2632-2153/AB9C3E},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WestermayrM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WinciBSKAA20,
author = {Walter Winci and
Lorenzo Buffoni and
Hossein Sadeghi and
Amir Khoshaman and
Evgeny Andriyash and
Mohammad H. Amin},
title = {A path towards quantum advantage in training deep generative models
with quantum annealers},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {4},
pages = {45028},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/aba220},
doi = {10.1088/2632-2153/ABA220},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WinciBSKAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/WuZ20,
author = {Yadong Wu and
Hui Zhai},
title = {Modified independent component analysis for extracting Eigen-Modes
of a quantum system},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25010},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab862d},
doi = {10.1088/2632-2153/AB862D},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/WuZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/X20,
title = {A deep neural network to search for new long-lived particles decaying
to jets},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {3},
pages = {35012},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab9023},
doi = {10.1088/2632-2153/AB9023},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/X20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/ZhouLCBB20,
author = {Sharon Zhou and
Alexandra Luccioni and
Gautier Cosne and
Michael S. Bernstein and
Yoshua Bengio},
title = {Establishing an evaluation metric to quantify climate change image
realism},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25005},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab7657},
doi = {10.1088/2632-2153/AB7657},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/ZhouLCBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-05-07 12:21 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
