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ORCIDBibTeX records: Ioannis G. Kevrekidis
@article{DBLP:journals/siamsc/DoncevicMGLDDK24,
author = {Danimir T. Doncevic and
Alexander Mitsos and
Yue Guo and
Qianxiao Li and
Felix Dietrich and
Manuel Dahmen and
Ioannis G. Kevrekidis},
title = {A Recursively Recurrent Neural Network {(R2N2)} Architecture for Learning
Iterative Algorithms},
journal = {{SIAM} J. Sci. Comput.},
volume = {46},
number = {2},
pages = {719},
year = {2024},
url = {https://doi.org/10.1137/22m1535310},
doi = {10.1137/22M1535310},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/DoncevicMGLDDK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16683,
author = {Dimitris G. Giovanis and
Dimitrios Loukrezis and
Ioannis G. Kevrekidis and
Michael D. Shields},
title = {Polynomial Chaos Expansions on Principal Geodesic Grassmannian Submanifolds
for Surrogate Modeling and Uncertainty Quantification},
journal = {CoRR},
volume = {abs/2401.16683},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16683},
doi = {10.48550/ARXIV.2401.16683},
eprinttype = {arXiv},
eprint = {2401.16683},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12360,
author = {Hector Vargas Alvarez and
Gianluca Fabiani and
Ioannis G. Kevrekidis and
Nikolaos Kazantzis and
Constantinos I. Siettos},
title = {Nonlinear Discrete-Time Observers with Physics-Informed Neural Networks},
journal = {CoRR},
volume = {abs/2402.12360},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12360},
doi = {10.48550/ARXIV.2402.12360},
eprinttype = {arXiv},
eprint = {2402.12360},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08376,
author = {Eleni D. Koronaki and
Luise F. Kaven and
Johannes M. M. Faust and
Ioannis G. Kevrekidis and
Alexander Mitsos},
title = {Nonlinear Manifold Learning Determines Microgel Size from Raman Spectroscopy},
journal = {CoRR},
volume = {abs/2403.08376},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08376},
doi = {10.48550/ARXIV.2403.08376},
eprinttype = {arXiv},
eprint = {2403.08376},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/MalaniBCABK23,
author = {Saurabh Malani and
Tom S. Bertalan and
Tianqi Cui and
Jose L. Avalos and
Michael Betenbaugh and
Ioannis G. Kevrekidis},
title = {Some of the variables, some of the parameters, some of the times,
with some physics known: Identification with partial information},
journal = {Comput. Chem. Eng.},
volume = {178},
pages = {108343},
year = {2023},
url = {https://doi.org/10.1016/j.compchemeng.2023.108343},
doi = {10.1016/J.COMPCHEMENG.2023.108343},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cce/MalaniBCABK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/KoronakiEPBK23,
author = {Eleni D. Koronaki and
Nikolaos Evangelou and
Yorgos M. Psarellis and
Andreas G. Boudouvis and
Ioannis G. Kevrekidis},
title = {From partial data to out-of-sample parameter and observation estimation
with diffusion maps and geometric harmonics},
journal = {Comput. Chem. Eng.},
volume = {178},
pages = {108357},
year = {2023},
url = {https://doi.org/10.1016/j.compchemeng.2023.108357},
doi = {10.1016/J.COMPCHEMENG.2023.108357},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cce/KoronakiEPBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/PatsatzisRKS23,
author = {Dimitrios G. Patsatzis and
Lucia Russo and
Ioannis G. Kevrekidis and
Constantinos I. Siettos},
title = {Data-driven control of agent-based models: An Equation/Variable-free
machine learning approach},
journal = {J. Comput. Phys.},
volume = {478},
pages = {111953},
year = {2023},
url = {https://doi.org/10.1016/j.jcp.2023.111953},
doi = {10.1016/J.JCP.2023.111953},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/PatsatzisRKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/EvangelouDCLMK23,
author = {Nikolaos Evangelou and
Felix Dietrich and
Eliodoro Chiavazzo and
Daniel Lehmberg and
Marina Meila and
Ioannis G. Kevrekidis},
title = {Double Diffusion Maps and their Latent Harmonics for scientific computations
in latent space},
journal = {J. Comput. Phys.},
volume = {485},
pages = {112072},
year = {2023},
url = {https://doi.org/10.1016/j.jcp.2023.112072},
doi = {10.1016/J.JCP.2023.112072},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/EvangelouDCLMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/AlvarezFKSK23,
author = {Hector Vargas Alvarez and
Gianluca Fabiani and
Nikolaos Kazantzis and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Discrete-time nonlinear feedback linearization via physics-informed
machine learning},
journal = {J. Comput. Phys.},
volume = {492},
pages = {112408},
year = {2023},
url = {https://doi.org/10.1016/j.jcp.2023.112408},
doi = {10.1016/J.JCP.2023.112408},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/AlvarezFKSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/CrabtreeBFK23,
author = {Ellis R. Crabtree and
Juan M. Bello{-}Rivas and
Andrew L. Ferguson and
Ioannis G. Kevrekidis},
title = {GANs and Closures: Micro-Macro Consistency in Multiscale Modeling},
journal = {Multiscale Model. Simul.},
volume = {21},
number = {3},
pages = {1122--1146},
year = {2023},
url = {https://doi.org/10.1137/22m1517834},
doi = {10.1137/22M1517834},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/CrabtreeBFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/JinZKK23,
author = {Pengzhan Jin and
Zhen Zhang and
Ioannis G. Kevrekidis and
George Em Karniadakis},
title = {Learning Poisson Systems and Trajectories of Autonomous Systems via
Poisson Neural Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {11},
pages = {8271--8283},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2022.3148734},
doi = {10.1109/TNNLS.2022.3148734},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/JinZKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/CuiBPMKF23,
author = {Tianqi Cui and
Thomas Bertalan and
George J. Pappas and
Manfred Morari and
Yannis G. Kevrekidis and
Mahyar Fazlyab},
editor = {Nikolai Matni and
Manfred Morari and
George J. Pappas},
title = {Certified Invertibility in Neural Networks via Mixed-Integer Programming},
booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2023, 15-16 June
2023, Philadelphia, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {211},
pages = {483--496},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v211/cui23b.html},
timestamp = {Fri, 16 Jun 2023 14:48:17 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/CuiBPMKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11728,
author = {Eleni D. Koronaki and
Nikolaos Evangelou and
Yorgos M. Psarellis and
Andreas G. Boudouvis and
Ioannis G. Kevrekidis},
title = {From partial data to out-of-sample parameter and observation estimation
with Diffusion Maps and Geometric Harmonics},
journal = {CoRR},
volume = {abs/2301.11728},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11728},
doi = {10.48550/ARXIV.2301.11728},
eprinttype = {arXiv},
eprint = {2301.11728},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11783,
author = {Tianqi Cui and
Thomas Bertalan and
George J. Pappas and
Manfred Morari and
Ioannis G. Kevrekidis and
Mahyar Fazlyab},
title = {Certified Invertibility in Neural Networks via Mixed-Integer Programming},
journal = {CoRR},
volume = {abs/2301.11783},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11783},
doi = {10.48550/ARXIV.2301.11783},
eprinttype = {arXiv},
eprint = {2301.11783},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12508,
author = {Cristina P. Martin{-}Linares and
Yorgos M. Psarellis and
Georgios Karapetsas and
Eleni D. Koronaki and
Ioannis G. Kevrekidis},
title = {Physics-agnostic and Physics-infused machine learning for thin films
flows: modeling, and predictions from small data},
journal = {CoRR},
volume = {abs/2301.12508},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12508},
doi = {10.48550/ARXIV.2301.12508},
eprinttype = {arXiv},
eprint = {2301.12508},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13112,
author = {Zehong Zhang and
Fei Lu and
Esther Xu Fei and
Terry Lyons and
Yannis G. Kevrekidis and
Tom Woolf},
title = {Benchmarking optimality of time series classification methods in distinguishing
diffusions},
journal = {CoRR},
volume = {abs/2301.13112},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13112},
doi = {10.48550/ARXIV.2301.13112},
eprinttype = {arXiv},
eprint = {2301.13112},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13145,
author = {Anthony J. Roberts and
Thien Tran{-}Duc and
Judith E. Bunder and
Yannis G. Kevrekidis},
title = {Accurate and efficient multiscale simulation of a heterogeneous elastic
beam via computation on small sparse patches},
journal = {CoRR},
volume = {abs/2301.13145},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13145},
doi = {10.48550/ARXIV.2301.13145},
eprinttype = {arXiv},
eprint = {2301.13145},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04426,
author = {Juan M. Bello{-}Rivas and
Anastasia S. Georgiou and
Hannes Vandecasteele and
Ioannis G. Kevrekidis},
title = {Gentlest ascent dynamics on manifolds defined by adaptively sampled
point-clouds},
journal = {CoRR},
volume = {abs/2302.04426},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04426},
doi = {10.48550/ARXIV.2302.04426},
eprinttype = {arXiv},
eprint = {2302.04426},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06852,
author = {Jennifer Sleeman and
David Chung and
Chace Ashcraft and
Jay Brett and
Anand Gnanadesikan and
Yannis G. Kevrekidis and
Marisa Hughes and
Thomas W. N. Haine and
Marie{-}Aude Pradal and
Renske Gelderloos and
Caroline Tang and
Anshu Saksena and
Larry White},
title = {Using Artificial Intelligence to aid Scientific Discovery of Climate
Tipping Points},
journal = {CoRR},
volume = {abs/2302.06852},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06852},
doi = {10.48550/ARXIV.2302.06852},
eprinttype = {arXiv},
eprint = {2302.06852},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09160,
author = {William T. Redman and
Juan M. Bello{-}Rivas and
Maria Fonoberova and
Ryan Mohr and
Ioannis G. Kevrekidis and
Igor Mezic},
title = {On Equivalent Optimization of Machine Learning Methods},
journal = {CoRR},
volume = {abs/2302.09160},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09160},
doi = {10.48550/ARXIV.2302.09160},
eprinttype = {arXiv},
eprint = {2302.09160},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10274,
author = {Jennifer Sleeman and
David Chung and
Anand Gnanadesikan and
Jay Brett and
Yannis G. Kevrekidis and
Marisa Hughes and
Thomas W. N. Haine and
Marie{-}Aude Pradal and
Renske Gelderloos and
Chace Ashcraft and
Caroline Tang and
Anshu Saksena and
Larry White},
title = {A Generative Adversarial Network for Climate Tipping Point Discovery
{(TIP-GAN)}},
journal = {CoRR},
volume = {abs/2302.10274},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10274},
doi = {10.48550/ARXIV.2302.10274},
eprinttype = {arXiv},
eprint = {2302.10274},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-08884,
author = {Hector Vargas Alvarez and
Gianluca Fabiani and
Nikolaos Kazantzis and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Discrete-Time Nonlinear Feedback Linearization via Physics-Informed
Machine Learning},
journal = {CoRR},
volume = {abs/2303.08884},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.08884},
doi = {10.48550/ARXIV.2303.08884},
eprinttype = {arXiv},
eprint = {2303.08884},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-08884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17824,
author = {Aiqing Zhu and
Tom Bertalan and
Beibei Zhu and
Yifa Tang and
Ioannis G. Kevrekidis},
title = {Implementation and (Inverse Modified) Error Analysis for implicitly-templated
ODE-nets},
journal = {CoRR},
volume = {abs/2303.17824},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17824},
doi = {10.48550/ARXIV.2303.17824},
eprinttype = {arXiv},
eprint = {2303.17824},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14214,
author = {Saurabh Malani and
Tom S. Bertalan and
Tianqi Cui and
Jose L. Avalos and
Michael Betenbaugh and
Ioannis G. Kevrekidis},
title = {Some of the variables, some of the parameters, some of the times,
with some physics known: Identification with partial information},
journal = {CoRR},
volume = {abs/2304.14214},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.14214},
doi = {10.48550/ARXIV.2304.14214},
eprinttype = {arXiv},
eprint = {2304.14214},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-14214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02404,
author = {Matthew O. Williams and
Yorgos M. Psarellis and
D. Pozharskiy and
C. Chong and
F. Li and
J. Yang and
Panayotis G. Kevrekidis and
Ioannis G. Kevrekidis},
title = {Equation-Free Computations as {DDDAS} Protocols for Bifurcation Studies:
{A} Granular Chain Example},
journal = {CoRR},
volume = {abs/2305.02404},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02404},
doi = {10.48550/ARXIV.2305.02404},
eprinttype = {arXiv},
eprint = {2305.02404},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03257,
author = {Tianqi Cui and
Tom S. Bertalan and
Nelson Ndahiro and
Pratik Khare and
Michael Betenbaugh and
Costas Maranas and
Ioannis G. Kevrekidis},
title = {Data-driven and Physics Informed Modelling of Chinese Hamster Ovary
Cell Bioreactors},
journal = {CoRR},
volume = {abs/2305.03257},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03257},
doi = {10.48550/ARXIV.2305.03257},
eprinttype = {arXiv},
eprint = {2305.03257},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12279,
author = {Aaron Mahler and
Tyrus Berry and
Tom Stephens and
Harbir Antil and
Michael Merritt and
Jeanie Schreiber and
Ioannis G. Kevrekidis},
title = {On-Manifold Projected Gradient Descent},
journal = {CoRR},
volume = {abs/2308.12279},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12279},
doi = {10.48550/ARXIV.2308.12279},
eprinttype = {arXiv},
eprint = {2308.12279},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14334,
author = {Gianluca Fabiani and
Nikolaos Evangelou and
Tianqi Cui and
Juan M. Bello{-}Rivas and
Cristina P. Martin{-}Linares and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Tasks Makyth Models: Machine Learning Assisted Surrogates for Tipping
Points},
journal = {CoRR},
volume = {abs/2309.14334},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.14334},
doi = {10.48550/ARXIV.2309.14334},
eprinttype = {arXiv},
eprint = {2309.14334},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-14334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15816,
author = {Eleni D. Koronaki and
Nikolaos Evangelou and
Cristina P. Martin{-}Linares and
Edriss S. Titi and
Ioannis G. Kevrekidis},
title = {Nonlinear dimensionality reduction then and now: AIMs for dissipative
PDEs in the {ML} era},
journal = {CoRR},
volume = {abs/2310.15816},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15816},
doi = {10.48550/ARXIV.2310.15816},
eprinttype = {arXiv},
eprint = {2310.15816},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19039,
author = {Nikolaos Evangelou and
Dimitrios G. Giovanis and
George A. Kevrekidis and
Grigorios A. Pavliotis and
Ioannis G. Kevrekidis},
title = {Machine Learning for the identification of phase-transitions in interacting
agent-based systems},
journal = {CoRR},
volume = {abs/2310.19039},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19039},
doi = {10.48550/ARXIV.2310.19039},
eprinttype = {arXiv},
eprint = {2310.19039},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00797,
author = {Nikolaos Evangelou and
Tianqi Cui and
Juan M. Bello{-}Rivas and
Alexei Makeev and
Ioannis G. Kevrekidis},
title = {Tipping Points of Evolving Epidemiological Networks: Machine Learning-Assisted,
Data-Driven Effective Modeling},
journal = {CoRR},
volume = {abs/2311.00797},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00797},
doi = {10.48550/ARXIV.2311.00797},
eprinttype = {arXiv},
eprint = {2311.00797},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05715,
author = {Ellis R. Crabtree and
Juan M. Bello{-}Rivas and
Ioannis G. Kevrekidis},
title = {Micro-Macro Consistency in Multiscale Modeling: Score-Based Model
Assisted Sampling of Fast/Slow Dynamical Systems},
journal = {CoRR},
volume = {abs/2312.05715},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05715},
doi = {10.48550/ARXIV.2312.05715},
eprinttype = {arXiv},
eprint = {2312.05715},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-13155,
author = {Erez Peterfreund and
Iryna Burak and
Ofir Lindenbaum and
Jim Gimlett and
Felix Dietrich and
Ronald R. Coifman and
Ioannis G. Kevrekidis},
title = {Gappy local conformal auto-encoders for heterogeneous data fusion:
in praise of rigidity},
journal = {CoRR},
volume = {abs/2312.13155},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.13155},
doi = {10.48550/ARXIV.2312.13155},
eprinttype = {arXiv},
eprint = {2312.13155},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-13155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-14237,
author = {Mario De Florio and
Ioannis G. Kevrekidis and
George Em Karniadakis},
title = {AI-Lorenz: {A} physics-data-driven framework for black-box and gray-box
identification of chaotic systems with symbolic regression},
journal = {CoRR},
volume = {abs/2312.14237},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.14237},
doi = {10.48550/ARXIV.2312.14237},
eprinttype = {arXiv},
eprint = {2312.14237},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-14237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jscic/GalarisFGKS22,
author = {Evangelos Galaris and
Gianluca Fabiani and
Ioannis Gallos and
Ioannis G. Kevrekidis and
Constantinos I. Siettos},
title = {Numerical Bifurcation Analysis of PDEs From Lattice Boltzmann Model
Simulations: a Parsimonious Machine Learning Approach},
journal = {J. Sci. Comput.},
volume = {92},
number = {2},
pages = {34},
year = {2022},
url = {https://doi.org/10.1007/s10915-022-01883-y},
doi = {10.1007/S10915-022-01883-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jscic/GalarisFGKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/GuoDBDDKL22,
author = {Yue Guo and
Felix Dietrich and
Tom Bertalan and
Danimir T. Doncevic and
Manuel Dahmen and
Ioannis G. Kevrekidis and
Qianxiao Li},
title = {Personalized Algorithm Generation: {A} Case Study in Learning {ODE}
Integrators},
journal = {{SIAM} J. Sci. Comput.},
volume = {44},
number = {4},
pages = {1911},
year = {2022},
url = {https://doi.org/10.1137/21m1418629},
doi = {10.1137/21M1418629},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/GuoDBDDKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/MacleanBKR22,
author = {John Maclean and
J. E. Bunder and
Ioannis G. Kevrekidis and
Anthony J. Roberts},
title = {Adaptively Detect and Accurately Resolve Macro-scale Shocks in an
Efficient Equation-Free Multiscale Simulation},
journal = {{SIAM} J. Sci. Comput.},
volume = {44},
number = {4},
pages = {2557},
year = {2022},
url = {https://doi.org/10.1137/21m1437172},
doi = {10.1137/21M1437172},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/MacleanBKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/DietrichYMTK22,
author = {Felix Dietrich and
Or Yair and
Rotem Mulayoff and
Ronen Talmon and
Ioannis G. Kevrekidis},
title = {Spectral Discovery of Jointly Smooth Features for Multimodal Data},
journal = {{SIAM} J. Math. Data Sci.},
volume = {4},
number = {1},
pages = {410--430},
year = {2022},
url = {https://doi.org/10.1137/21m141590x},
doi = {10.1137/21M141590X},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/DietrichYMTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/RedmanFMKM22,
author = {William T. Redman and
Maria Fonoberova and
Ryan Mohr and
Ioannis G. Kevrekidis and
Igor Mezic},
title = {Algorithmic (Semi-)Conjugacy via Koopman Operator Theory},
booktitle = {61st {IEEE} Conference on Decision and Control, {CDC} 2022, Cancun,
Mexico, December 6-9, 2022},
pages = {6006--6011},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CDC51059.2022.9992592},
doi = {10.1109/CDC51059.2022.9992592},
timestamp = {Wed, 18 Jan 2023 15:37:37 +0100},
biburl = {https://dblp.org/rec/conf/cdc/RedmanFMKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RedmanFMKM22,
author = {William T. Redman and
Maria Fonoberova and
Ryan Mohr and
Yannis G. Kevrekidis and
Igor Mezic},
title = {An Operator Theoretic View On Pruning Deep Neural Networks},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=pWBNOgdeURp},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RedmanFMKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-13323,
author = {Evangelos Galaris and
Gianluca Fabiani and
Ioannis Gallos and
Ioannis G. Kevrekidis and
Constantinos I. Siettos},
title = {Constructing coarse-scale bifurcation diagrams from spatio-temporal
observations of microscopic simulations: {A} parsimonious machine
learning approach},
journal = {CoRR},
volume = {abs/2201.13323},
year = {2022},
url = {https://arxiv.org/abs/2201.13323},
eprinttype = {arXiv},
eprint = {2201.13323},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-13323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10413,
author = {Juan M. Bello{-}Rivas and
Anastasia S. Georgiou and
John Guckenheimer and
Ioannis G. Kevrekidis},
title = {Staying the course: Locating equilibria of dynamical systems on Riemannian
manifolds defined by point-clouds},
journal = {CoRR},
volume = {abs/2204.10413},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10413},
doi = {10.48550/ARXIV.2204.10413},
eprinttype = {arXiv},
eprint = {2204.10413},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12536,
author = {Nikolaos Evangelou and
Felix Dietrich and
Eliodoro Chiavazzo and
Daniel Lehmberg and
Marina Meila and
Ioannis G. Kevrekidis},
title = {Double Diffusion Maps and their Latent Harmonics for Scientific Computations
in Latent Space},
journal = {CoRR},
volume = {abs/2204.12536},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12536},
doi = {10.48550/ARXIV.2204.12536},
eprinttype = {arXiv},
eprint = {2204.12536},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00286,
author = {Nikolaos Evangelou and
Felix Dietrich and
Juan M. Bello{-}Rivas and
Alex Yeh and
Rachel Stein and
Michael A. Bevan and
Ioannis G. Kevrekidis},
title = {Learning Effective SDEs from Brownian Dynamics Simulations of Colloidal
Particles},
journal = {CoRR},
volume = {abs/2205.00286},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00286},
doi = {10.48550/ARXIV.2205.00286},
eprinttype = {arXiv},
eprint = {2205.00286},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13545,
author = {Seungjoon Lee and
Yorgos M. Psarellis and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Learning black- and gray-box chemotactic PDEs/closures from agent
based Monte Carlo simulation data},
journal = {CoRR},
volume = {abs/2205.13545},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13545},
doi = {10.48550/ARXIV.2205.13545},
eprinttype = {arXiv},
eprint = {2205.13545},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03954,
author = {Felix P. Kemeth and
Sergio Alonso and
Blas Echebarria and
Ted Moldenhawer and
Carsten Beta and
Ioannis G. Kevrekidis},
title = {Black and Gray Box Learning of Amplitude Equations: Application to
Phase Field Systems},
journal = {CoRR},
volume = {abs/2207.03954},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03954},
doi = {10.48550/ARXIV.2207.03954},
eprinttype = {arXiv},
eprint = {2207.03954},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05242,
author = {Qingci An and
Yannis G. Kevrekidis and
Fei Lu and
Mauro Maggioni},
title = {Unsupervised learning of observation functions in state-space models
by nonparametric moment methods},
journal = {CoRR},
volume = {abs/2207.05242},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05242},
doi = {10.48550/ARXIV.2207.05242},
eprinttype = {arXiv},
eprint = {2207.05242},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05779,
author = {Dimitrios G. Patsatzis and
Lucia Russo and
Ioannis G. Kevrekidis and
Constantinos I. Siettos},
title = {Data-driven Control of Agent-based Models: an Equation/Variable-free
Machine Learning Approach},
journal = {CoRR},
volume = {abs/2207.05779},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05779},
doi = {10.48550/ARXIV.2207.05779},
eprinttype = {arXiv},
eprint = {2207.05779},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12623,
author = {J. Divahar and
Anthony J. Roberts and
Trent W. Mattner and
Judith E. Bunder and
Ioannis G. Kevrekidis},
title = {Staggered grids for multidimensional multiscale modelling},
journal = {CoRR},
volume = {abs/2207.12623},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12623},
doi = {10.48550/ARXIV.2207.12623},
eprinttype = {arXiv},
eprint = {2207.12623},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10715,
author = {Ellis R. Crabtree and
Juan M. Bello{-}Rivas and
Andrew L. Ferguson and
Ioannis G. Kevrekidis},
title = {GANs and Closures: Micro-Macro Consistency in Multiscale Modeling},
journal = {CoRR},
volume = {abs/2208.10715},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10715},
doi = {10.48550/ARXIV.2208.10715},
eprinttype = {arXiv},
eprint = {2208.10715},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11119,
author = {Yorgos M. Psarellis and
Michail E. Kavousanakis and
Michael A. Henson and
Ioannis G. Kevrekidis},
title = {Limits of Entrainment of Circadian Neuronal Networks},
journal = {CoRR},
volume = {abs/2208.11119},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11119},
doi = {10.48550/ARXIV.2208.11119},
eprinttype = {arXiv},
eprint = {2208.11119},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06374,
author = {William T. Redman and
Maria Fonoberova and
Ryan Mohr and
Ioannis G. Kevrekidis and
Igor Mezic},
title = {Algorithmic (Semi-)Conjugacy via Koopman Operator Theory},
journal = {CoRR},
volume = {abs/2209.06374},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06374},
doi = {10.48550/ARXIV.2209.06374},
eprinttype = {arXiv},
eprint = {2209.06374},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15823,
author = {J. Divahar and
Anthony J. Roberts and
Trent W. Mattner and
Judith E. Bunder and
Ioannis G. Kevrekidis},
title = {Two novel families of multiscale staggered patch schemes efficiently
simulate large-scale, weakly damped, linear waves},
journal = {CoRR},
volume = {abs/2210.15823},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15823},
doi = {10.48550/ARXIV.2210.15823},
eprinttype = {arXiv},
eprint = {2210.15823},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12386,
author = {Danimir T. Doncevic and
Alexander Mitsos and
Yue Guo and
Qianxiao Li and
Felix Dietrich and
Manuel Dahmen and
Ioannis G. Kevrekidis},
title = {A Recursively Recurrent Neural Network {(R2N2)} Architecture for Learning
Iterative Algorithms},
journal = {CoRR},
volume = {abs/2211.12386},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.12386},
doi = {10.48550/ARXIV.2211.12386},
eprinttype = {arXiv},
eprint = {2211.12386},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-12386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cnsns/SubramanianKK21,
author = {P. Subramanian and
Ioannis G. Kevrekidis and
P. G. Kevrekidis},
title = {Exploring critical points of energy landscapes: From low-dimensional
examples to phase field crystal PDEs},
journal = {Commun. Nonlinear Sci. Numer. Simul.},
volume = {96},
pages = {105679},
year = {2021},
url = {https://doi.org/10.1016/j.cnsns.2020.105679},
doi = {10.1016/J.CNSNS.2020.105679},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cnsns/SubramanianKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nm/BunderKR21,
author = {J. E. Bunder and
Ioannis G. Kevrekidis and
Anthony J. Roberts},
title = {Equation-free patch scheme for efficient computational homogenisation
via self-adjoint coupling},
journal = {Numerische Mathematik},
volume = {149},
number = {2},
pages = {229--272},
year = {2021},
url = {https://doi.org/10.1007/s00211-021-01232-5},
doi = {10.1007/S00211-021-01232-5},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nm/BunderKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/MohrFMADKM21,
author = {Ryan Mohr and
Maria Fonoberova and
Iva Manojlovic and
Aleksandr Andrejcuk and
Zlatko Drmac and
Yannis G. Kevrekidis and
Igor Mezic},
editor = {Jonghyun Lee and
Eric F. Darve and
Peter K. Kitanidis and
Michael W. Mahoney and
Anuj Karpatne and
Matthew W. Farthing and
Tyler J. Hesser},
title = {Applications of Koopman Mode Analysis to Neural Networks},
booktitle = {Proceedings of the {AAAI} 2021 Spring Symposium on Combining Artificial
Intelligence and Machine Learning with Physical Sciences, Stanford,
CA, USA, March 22nd - to - 24th, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2964},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2964/article\_182.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:39 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/MohrFMADKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/ArbabiKBK21,
author = {Hassan Arbabi and
Felix P. Kemeth and
Tom Bertalan and
Ioannis G. Kevrekidis},
title = {Coarse-grained and Emergent Distributed Parameter Systems from Data},
booktitle = {2021 American Control Conference, {ACC} 2021, New Orleans, LA, USA,
May 25-28, 2021},
pages = {4063--4068},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/ACC50511.2021.9483122},
doi = {10.23919/ACC50511.2021.9483122},
timestamp = {Fri, 30 Jul 2021 11:11:12 +0200},
biburl = {https://dblp.org/rec/conf/amcc/ArbabiKBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-07626,
author = {Yu{-}Chia Chen and
Marina Meila and
Ioannis G. Kevrekidis},
title = {Helmholtzian Eigenmap: Topological feature discovery {\&} edge
flow learning from point cloud data},
journal = {CoRR},
volume = {abs/2103.07626},
year = {2021},
url = {https://arxiv.org/abs/2103.07626},
eprinttype = {arXiv},
eprint = {2103.07626},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-07626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-13101,
author = {Felix P. Kemeth and
Tom Bertalan and
Nikolaos Evangelou and
Tianqi Cui and
Saurabh Malani and
Ioannis G. Kevrekidis},
title = {Initializing {LSTM} internal states via manifold learning},
journal = {CoRR},
volume = {abs/2104.13101},
year = {2021},
url = {https://arxiv.org/abs/2104.13101},
eprinttype = {arXiv},
eprint = {2104.13101},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-13101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01303,
author = {Yue Guo and
Felix Dietrich and
Tom Bertalan and
Danimir T. Doncevic and
Manuel Dahmen and
Ioannis G. Kevrekidis and
Qianxiao Li},
title = {Personalized Algorithm Generation: {A} Case Study in Meta-Learning
{ODE} Integrators},
journal = {CoRR},
volume = {abs/2105.01303},
year = {2021},
url = {https://arxiv.org/abs/2105.01303},
eprinttype = {arXiv},
eprint = {2105.01303},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09004,
author = {Felix Dietrich and
Alexei Makeev and
George Kevrekidis and
Nikolaos Evangelou and
Tom Bertalan and
Sebastian Reich and
Ioannis G. Kevrekidis},
title = {Learning effective stochastic differential equations from microscopic
simulations: combining stochastic numerics and deep learning},
journal = {CoRR},
volume = {abs/2106.09004},
year = {2021},
url = {https://arxiv.org/abs/2106.09004},
eprinttype = {arXiv},
eprint = {2106.09004},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-13735,
author = {Yubin Lu and
Romit Maulik and
Ting Gao and
Felix Dietrich and
Ioannis G. Kevrekidis and
Jinqiao Duan},
title = {Learning the temporal evolution of multivariate densities via normalizing
flows},
journal = {CoRR},
volume = {abs/2107.13735},
year = {2021},
url = {https://arxiv.org/abs/2107.13735},
eprinttype = {arXiv},
eprint = {2107.13735},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-13735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11568,
author = {John Maclean and
J. E. Bunder and
Ioannis G. Kevrekidis and
Anthony J. Roberts},
title = {Adaptively detect and accurately resolve macro-scale shocks in an
efficient Equation-Free multiscale simulation},
journal = {CoRR},
volume = {abs/2108.11568},
year = {2021},
url = {https://arxiv.org/abs/2108.11568},
eprinttype = {arXiv},
eprint = {2108.11568},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02296,
author = {Felix Dietrich and
Juan M. Bello{-}Rivas and
Ioannis G. Kevrekidis},
title = {On the Correspondence between Gaussian Processes and Geometric Harmonics},
journal = {CoRR},
volume = {abs/2110.02296},
year = {2021},
url = {https://arxiv.org/abs/2110.02296},
eprinttype = {arXiv},
eprint = {2110.02296},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06717,
author = {Nikolaos Evangelou and
Noah J. Wichrowski and
George A. Kevrekidis and
Felix Dietrich and
Mahdi Kooshkbaghi and
Sarah McFann and
Ioannis G. Kevrekidis},
title = {On the Parameter Combinations That Matter and on Those That do Not},
journal = {CoRR},
volume = {abs/2110.06717},
year = {2021},
url = {https://arxiv.org/abs/2110.06717},
eprinttype = {arXiv},
eprint = {2110.06717},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14856,
author = {William T. Redman and
Maria Fonoberova and
Ryan Mohr and
Ioannis G. Kevrekidis and
Igor Mezic},
title = {An Operator Theoretic Perspective on Pruning Deep Neural Networks},
journal = {CoRR},
volume = {abs/2110.14856},
year = {2021},
url = {https://arxiv.org/abs/2110.14856},
eprinttype = {arXiv},
eprint = {2110.14856},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/ThiemKBLK20,
author = {Thomas N. Thiem and
Mahdi Kooshkbaghi and
Tom Bertalan and
Carlo R. Laing and
Ioannis G. Kevrekidis},
title = {Emergent Spaces for Coupled Oscillators},
journal = {Frontiers Comput. Neurosci.},
volume = {14},
pages = {36},
year = {2020},
url = {https://doi.org/10.3389/fncom.2020.00036},
doi = {10.3389/FNCOM.2020.00036},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/ThiemKBLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MoosmullerDK20,
author = {Caroline Moosm{\"{u}}ller and
Felix Dietrich and
Ioannis G. Kevrekidis},
title = {A Geometric Approach to the Transport of Discontinuous Densities},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {1012--1035},
year = {2020},
url = {https://doi.org/10.1137/19M1275760},
doi = {10.1137/19M1275760},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/MoosmullerDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CotterKR20,
author = {Simon L. Cotter and
Ioannis G. Kevrekidis and
Paul T. Russell},
title = {Transport Map Accelerated Adaptive Importance Sampling, and Application
to Inverse Problems Arising from Multiscale Stochastic Reaction Networks},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1383--1413},
year = {2020},
url = {https://doi.org/10.1137/19M1239416},
doi = {10.1137/19M1239416},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/CotterKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/DietrichTK20,
author = {Felix Dietrich and
Thomas N. Thiem and
Ioannis G. Kevrekidis},
title = {On the Koopman Operator of Algorithms},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {19},
number = {2},
pages = {860--885},
year = {2020},
url = {https://doi.org/10.1137/19M1277059},
doi = {10.1137/19M1277059},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamads/DietrichTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04386,
author = {Or Yair and
Felix Dietrich and
Rotem Mulayoff and
Ronen Talmon and
Ioannis G. Kevrekidis},
title = {Spectral Discovery of Jointly Smooth Features for Multimodal Data},
journal = {CoRR},
volume = {abs/2004.04386},
year = {2020},
url = {https://arxiv.org/abs/2004.04386},
eprinttype = {arXiv},
eprint = {2004.04386},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06053,
author = {Thomas N. Thiem and
Mahdi Kooshkbaghi and
Tom Bertalan and
Carlo R. Laing and
Ioannis G. Kevrekidis},
title = {Emergent spaces for coupled oscillators},
journal = {CoRR},
volume = {abs/2004.06053},
year = {2020},
url = {https://arxiv.org/abs/2004.06053},
eprinttype = {arXiv},
eprint = {2004.06053},
timestamp = {Wed, 15 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-06053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07234,
author = {Erez Peterfreund and
Ofir Lindenbaum and
Felix Dietrich and
Tom Bertalan and
Matan Gavish and
Ioannis G. Kevrekidis and
Ronald R. Coifman},
title = {{LOCA:} LOcal Conformal Autoencoder for standardized data coordinates},
journal = {CoRR},
volume = {abs/2004.07234},
year = {2020},
url = {https://arxiv.org/abs/2004.07234},
eprinttype = {arXiv},
eprint = {2004.07234},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11765,
author = {Iva Manojlovic and
Maria Fonoberova and
Ryan Mohr and
Aleksandr Andrejcuk and
Zlatko Drmac and
Yannis G. Kevrekidis and
Igor Mezic},
title = {Applications of Koopman Mode Analysis to Neural Networks},
journal = {CoRR},
volume = {abs/2006.11765},
year = {2020},
url = {https://arxiv.org/abs/2006.11765},
eprinttype = {arXiv},
eprint = {2006.11765},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05646,
author = {Tom Bertalan and
Felix Dietrich and
Ioannis G. Kevrekidis},
title = {Transformations between deep neural networks},
journal = {CoRR},
volume = {abs/2007.05646},
year = {2020},
url = {https://arxiv.org/abs/2007.05646},
eprinttype = {arXiv},
eprint = {2007.05646},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11276,
author = {Hassan Arbabi and
Judith E. Bunder and
Giovanni Samaey and
Anthony J. Roberts and
Ioannis G. Kevrekidis},
title = {Linking Machine Learning with Multiscale Numerics: Data-Driven Discovery
of Homogenized Equations},
journal = {CoRR},
volume = {abs/2008.11276},
year = {2020},
url = {https://arxiv.org/abs/2008.11276},
eprinttype = {arXiv},
eprint = {2008.11276},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04517,
author = {Hassan Arbabi and
Ioannis G. Kevrekidis},
title = {Particles to Partial Differential Equations Parsimoniously},
journal = {CoRR},
volume = {abs/2011.04517},
year = {2020},
url = {https://arxiv.org/abs/2011.04517},
eprinttype = {arXiv},
eprint = {2011.04517},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08138,
author = {Hassan Arbabi and
Felix P. Kemeth and
Tom Bertalan and
Ioannis G. Kevrekidis},
title = {Coarse-grained and emergent distributed parameter systems from data},
journal = {CoRR},
volume = {abs/2011.08138},
year = {2020},
url = {https://arxiv.org/abs/2011.08138},
eprinttype = {arXiv},
eprint = {2011.08138},
timestamp = {Thu, 19 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03133,
author = {Pengzhan Jin and
Zhen Zhang and
Ioannis G. Kevrekidis and
George Em Karniadakis},
title = {Learning Poisson systems and trajectories of autonomous systems via
Poisson neural networks},
journal = {CoRR},
volume = {abs/2012.03133},
year = {2020},
url = {https://arxiv.org/abs/2012.03133},
eprinttype = {arXiv},
eprint = {2012.03133},
timestamp = {Fri, 07 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12738,
author = {Felix P. Kemeth and
Tom Bertalan and
Thomas N. Thiem and
Felix Dietrich and
Sung Joon Moon and
Carlo R. Laing and
Ioannis G. Kevrekidis},
title = {Learning emergent PDEs in a learned emergent space},
journal = {CoRR},
volume = {abs/2012.12738},
year = {2020},
url = {https://arxiv.org/abs/2012.12738},
eprinttype = {arXiv},
eprint = {2012.12738},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/MatthewsGK19,
author = {Logan R. Matthews and
Chrysanthos E. Gounaris and
Ioannis G. Kevrekidis},
title = {Designing networks with resiliency to edge failures using two-stage
robust optimization},
journal = {Eur. J. Oper. Res.},
volume = {279},
number = {3},
pages = {704--720},
year = {2019},
url = {https://doi.org/10.1016/j.ejor.2019.06.021},
doi = {10.1016/J.EJOR.2019.06.021},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/MatthewsGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/HolidayKBGZK19,
author = {Alexander Holiday and
Mahdi Kooshkbaghi and
Juan M. Bello{-}Rivas and
C. William Gear and
Antonios Zagaris and
Ioannis G. Kevrekidis},
title = {Manifold learning for parameter reduction},
journal = {J. Comput. Phys.},
volume = {392},
pages = {419--431},
year = {2019},
url = {https://doi.org/10.1016/j.jcp.2019.04.015},
doi = {10.1016/J.JCP.2019.04.015},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/HolidayKBGZK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/MitsosNK19,
author = {Alexander Mitsos and
Jaromil Najman and
Ioannis G. Kevrekidis},
title = {Correction to: Optimal deterministic algorithm generation},
journal = {J. Glob. Optim.},
volume = {73},
number = {2},
pages = {465},
year = {2019},
url = {https://doi.org/10.1007/s10898-018-0699-x},
doi = {10.1007/S10898-018-0699-X},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/MitsosNK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00616,
author = {Or Yair and
Felix Dietrich and
Ronen Talmon and
Ioannis G. Kevrekidis},
title = {Optimal Transport on the Manifold of {SPD} Matrices for Domain Adaptation},
journal = {CoRR},
volume = {abs/1906.00616},
year = {2019},
url = {http://arxiv.org/abs/1906.00616},
eprinttype = {arXiv},
eprint = {1906.00616},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10807,
author = {Felix Dietrich and
Thomas N. Thiem and
Ioannis G. Kevrekidis},
title = {On the Koopman operator of algorithms},
journal = {CoRR},
volume = {abs/1907.10807},
year = {2019},
url = {http://arxiv.org/abs/1907.10807},
eprinttype = {arXiv},
eprint = {1907.10807},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05707,
author = {Seungjoon Lee and
Mahdi Kooshkbaghi and
Konstantinos G. Spiliotis and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Coarse-scale PDEs from fine-scale observations via machine learning},
journal = {CoRR},
volume = {abs/1909.05707},
year = {2019},
url = {http://arxiv.org/abs/1909.05707},
eprinttype = {arXiv},
eprint = {1909.05707},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07815,
author = {J. E. Bunder and
J. Divahar and
Ioannis G. Kevrekidis and
Trent W. Mattner and
Anthony J. Roberts},
title = {Large-scale simulation of shallow water waves with computation only
on small staggered patches},
journal = {CoRR},
volume = {abs/1912.07815},
year = {2019},
url = {http://arxiv.org/abs/1912.07815},
eprinttype = {arXiv},
eprint = {1912.07815},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-07815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KemethHDBHLBTKK18,
author = {Felix P. Kemeth and
Sindre W. Haugland and
Felix Dietrich and
Tom Bertalan and
Kevin H{\"{o}}hlein and
Qianxiao Li and
Erik M. Bollt and
Ronen Talmon and
Katharina Krischer and
Ioannis G. Kevrekidis},
title = {An Emergent Space for Distributed Data With Hidden Internal Order
Through Manifold Learning},
journal = {{IEEE} Access},
volume = {6},
pages = {77402--77413},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2882777},
doi = {10.1109/ACCESS.2018.2882777},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KemethHDBHLBTKK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/MitsosNK18,
author = {Alexander Mitsos and
Jaromil Najman and
Ioannis G. Kevrekidis},
title = {Optimal deterministic algorithm generation},
journal = {J. Glob. Optim.},
volume = {71},
number = {4},
pages = {891--913},
year = {2018},
url = {https://doi.org/10.1007/s10898-018-0611-8},
doi = {10.1007/S10898-018-0611-8},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/MitsosNK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jns/KlusNKWKSN18,
author = {Stefan Klus and
Feliks N{\"{u}}ske and
P{\'{e}}ter Koltai and
Hao Wu and
Ioannis G. Kevrekidis and
Christof Sch{\"{u}}tte and
Frank No{\'{e}}},
title = {Data-Driven Model Reduction and Transfer Operator Approximation},
journal = {J. Nonlinear Sci.},
volume = {28},
number = {3},
pages = {985--1010},
year = {2018},
url = {https://doi.org/10.1007/s00332-017-9437-7},
doi = {10.1007/S00332-017-9437-7},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jns/KlusNKWKSN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/BolltLDK18,
author = {Erik M. Bollt and
Qianxiao Li and
Felix Dietrich and
Ioannis G. Kevrekidis},
title = {On Matching, and Even Rectifying, Dynamical Systems through Koopman
Operator Eigenfunctions},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {17},
number = {2},
pages = {1925--1960},
year = {2018},
url = {https://doi.org/10.1137/17M116207X},
doi = {10.1137/17M116207X},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamads/BolltLDK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-06467,
author = {Seungjoon Lee and
Felix Dietrich and
George E. Karniadakis and
Ioannis G. Kevrekidis},
title = {Linking Gaussian Process regression with data-driven manifold embeddings
for nonlinear data fusion},
journal = {CoRR},
volume = {abs/1812.06467},
year = {2018},
url = {http://arxiv.org/abs/1812.06467},
eprinttype = {arXiv},
eprint = {1812.06467},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-06467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/GeorgiouBGWCK17,
author = {Anastasia S. Georgiou and
Juan M. Bello{-}Rivas and
Charles William Gear and
Hau{-}Tieng Wu and
Eliodoro Chiavazzo and
Ioannis G. Kevrekidis},
title = {An Exploration Algorithm for Stochastic Simulators Driven by Energy
Gradients},
journal = {Entropy},
volume = {19},
number = {7},
pages = {294},
year = {2017},
url = {https://doi.org/10.3390/e19070294},
doi = {10.3390/E19070294},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/GeorgiouBGWCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/BertalanWLGK17,
author = {Tom Bertalan and
Yan Wu and
Carlo R. Laing and
C. William Gear and
Ioannis G. Kevrekidis},
title = {Coarse-Grained Descriptions of Dynamics for Networks with Both Intrinsic
and Structural Heterogeneities},
journal = {Frontiers Comput. Neurosci.},
volume = {11},
pages = {43},
year = {2017},
url = {https://doi.org/10.3389/fncom.2017.00043},
doi = {10.3389/FNCOM.2017.00043},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/BertalanWLGK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/BunderRK17,
author = {J. E. Bunder and
Anthony J. Roberts and
Ioannis G. Kevrekidis},
title = {Good coupling for the multiscale patch scheme on systems with microscale
heterogeneity},
journal = {J. Comput. Phys.},
volume = {337},
pages = {154--174},
year = {2017},
url = {https://doi.org/10.1016/j.jcp.2017.02.004},
doi = {10.1016/J.JCP.2017.02.004},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/BunderRK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/LeeKK17,
author = {Seungjoon Lee and
Ioannis G. Kevrekidis and
George E. Karniadakis},
title = {A resilient and efficient {CFD} framework: Statistical learning tools
for multi-fidelity and heterogeneous information fusion},
journal = {J. Comput. Phys.},
volume = {344},
pages = {516--533},
year = {2017},
url = {https://doi.org/10.1016/j.jcp.2017.05.021},
doi = {10.1016/J.JCP.2017.05.021},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/LeeKK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/LeeKK17a,
author = {Seungjoon Lee and
Ioannis G. Kevrekidis and
George E. Karniadakis},
title = {A general {CFD} framework for fault-resilient simulations based on
multi-resolution information fusion},
journal = {J. Comput. Phys.},
volume = {347},
pages = {290--304},
year = {2017},
url = {https://doi.org/10.1016/j.jcp.2017.06.044},
doi = {10.1016/J.JCP.2017.06.044},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/LeeKK17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/VilloutreixALLK17,
author = {Paul Villoutreix and
Joakim And{\'{e}}n and
Bomyi Lim and
Hang Lu and
Ioannis G. Kevrekidis and
Amit Singer and
Stanislav Y. Shvartsman},
title = {Synthesizing developmental trajectories},
journal = {PLoS Comput. Biol.},
volume = {13},
number = {9},
year = {2017},
url = {https://doi.org/10.1371/journal.pcbi.1005742},
doi = {10.1371/JOURNAL.PCBI.1005742},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/VilloutreixALLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/networks/GounarisRKF16,
author = {Chrysanthos E. Gounaris and
Karthikeyan Rajendran and
Ioannis G. Kevrekidis and
Christodoulos A. Floudas},
title = {Designing networks: {A} mixed-integer linear optimization approach},
journal = {Networks},
volume = {68},
number = {4},
pages = {283--301},
year = {2016},
url = {https://doi.org/10.1002/net.21699},
doi = {10.1002/NET.21699},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/networks/GounarisRKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/Ben-TalK16,
author = {Aharon Ben{-}Tal and
Ioannis G. Kevrekidis},
title = {Coarse-Graining and Simplification of the Dynamics Seen in Bursting
Neurons},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {15},
number = {2},
pages = {1193--1226},
year = {2016},
url = {https://doi.org/10.1137/151004574},
doi = {10.1137/151004574},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamads/Ben-TalK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/DsilvaTGCK16,
author = {Carmeline J. Dsilva and
Ronen Talmon and
C. William Gear and
Ronald R. Coifman and
Ioannis G. Kevrekidis},
title = {Data-Driven Reduction for a Class of Multiscale Fast-Slow Stochastic
Dynamical Systems},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {15},
number = {3},
pages = {1327--1351},
year = {2016},
url = {https://doi.org/10.1137/151004896},
doi = {10.1137/151004896},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamads/DsilvaTGCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/BunderRK16,
author = {J. E. Bunder and
Anthony J. Roberts and
Ioannis G. Kevrekidis},
title = {Accuracy of Patch Dynamics with Mesoscale Temporal Coupling for Efficient
Massively Parallel Simulations},
journal = {{SIAM} J. Sci. Comput.},
volume = {38},
number = {4},
year = {2016},
url = {https://doi.org/10.1137/15M1015005},
doi = {10.1137/15M1015005},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/BunderRK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RajendranKHKK16,
author = {Karthikeyan Rajendran and
Assimakis A. Kattis and
Alexander Holiday and
Risi Kondor and
Ioannis G. Kevrekidis},
title = {Data mining when each data point is a network},
journal = {CoRR},
volume = {abs/1612.02908},
year = {2016},
url = {http://arxiv.org/abs/1612.02908},
eprinttype = {arXiv},
eprint = {1612.02908},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RajendranKHKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YairTCK16,
author = {Or Yair and
Ronen Talmon and
Ronald R. Coifman and
Ioannis G. Kevrekidis},
title = {No equations, no parameters, no variables: data, and the reconstruction
of normal forms by learning informed observation geometries},
journal = {CoRR},
volume = {abs/1612.03195},
year = {2016},
url = {http://arxiv.org/abs/1612.03195},
eprinttype = {arXiv},
eprint = {1612.03195},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YairTCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/LaingK15,
author = {Carlo R. Laing and
Ioannis G. Kevrekidis},
title = {Equation-free analysis of spike-timing-dependent plasticity},
journal = {Biol. Cybern.},
volume = {109},
number = {6},
pages = {701--714},
year = {2015},
url = {https://doi.org/10.1007/s00422-015-0668-0},
doi = {10.1007/S00422-015-0668-0},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/LaingK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jns/WilliamsKR15,
author = {Matthew O. Williams and
Ioannis G. Kevrekidis and
Clarence W. Rowley},
title = {A Data-Driven Approximation of the Koopman Operator: Extending Dynamic
Mode Decomposition},
journal = {J. Nonlinear Sci.},
volume = {25},
number = {6},
pages = {1307--1346},
year = {2015},
url = {https://doi.org/10.1007/s00332-015-9258-5},
doi = {10.1007/S00332-015-9258-5},
timestamp = {Fri, 05 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jns/WilliamsKR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GounarisRKF15,
author = {Chrysanthos E. Gounaris and
Karthikeyan Rajendran and
Ioannis G. Kevrekidis and
Christodoulos A. Floudas},
title = {Designing Networks: {A} Mixed-Integer Linear Optimization Approach},
journal = {CoRR},
volume = {abs/1502.00362},
year = {2015},
url = {http://arxiv.org/abs/1502.00362},
eprinttype = {arXiv},
eprint = {1502.00362},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GounarisRKF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/MakeevK14,
author = {Alexei Makeev and
Ioannis G. Kevrekidis},
title = {A hybrid stochastic-deterministic algorithm for lattice-gas models
of catalytic reactions and the computation of {TPD} spectra},
journal = {Comput. Chem. Eng.},
volume = {60},
pages = {172--181},
year = {2014},
url = {https://doi.org/10.1016/j.compchemeng.2013.08.010},
doi = {10.1016/J.COMPCHEMENG.2013.08.010},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cce/MakeevK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/JamshidiGK14,
author = {Arta A. Jamshidi and
C. William Gear and
Ioannis G. Kevrekidis},
title = {Time varying radial basis functions},
journal = {J. Comput. Appl. Math.},
volume = {266},
pages = {61--72},
year = {2014},
url = {https://doi.org/10.1016/j.cam.2014.01.018},
doi = {10.1016/J.CAM.2014.01.018},
timestamp = {Sun, 08 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcam/JamshidiGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/XueLGNDK13,
author = {Yuzhen Xue and
Pete J. Ludovice and
Martha A. Grover and
Lilia V. Nedialkova and
Carmeline J. Dsilva and
Ioannis G. Kevrekidis},
title = {State reduction in molecular simulations},
journal = {Comput. Chem. Eng.},
volume = {51},
pages = {102--110},
year = {2013},
url = {https://doi.org/10.1016/j.compchemeng.2012.06.029},
doi = {10.1016/J.COMPCHEMENG.2012.06.029},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cce/XueLGNDK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/SondaySK13,
author = {Benjamin Sonday and
Amit Singer and
Ioannis G. Kevrekidis},
title = {Noisy dynamic simulations in the presence of symmetry: Data alignment
and model reduction},
journal = {Comput. Math. Appl.},
volume = {65},
number = {10},
pages = {1535--1557},
year = {2013},
url = {https://doi.org/10.1016/j.camwa.2013.01.024},
doi = {10.1016/J.CAMWA.2013.01.024},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cma/SondaySK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/TorrensKGZ13,
author = {Paul M. Torrens and
Ioannis G. Kevrekidis and
Roger G. Ghanem and
Yu Zou},
title = {Simple Urban Simulation Atop Complicated Models: Multi-Scale Equation-Free
Computing of Sprawl Using Geographic Automata},
journal = {Entropy},
volume = {15},
number = {7},
pages = {2606--2634},
year = {2013},
url = {https://doi.org/10.3390/e15072606},
doi = {10.3390/E15072606},
timestamp = {Tue, 14 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/TorrensKGZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/KanDKR13,
author = {Xingye Kan and
Jinqiao Duan and
Ioannis G. Kevrekidis and
Anthony J. Roberts},
title = {Simulating Stochastic Inertial Manifolds by a Backward-Forward Approach},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {12},
number = {1},
pages = {487--514},
year = {2013},
url = {https://doi.org/10.1137/120881968},
doi = {10.1137/120881968},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamads/KanDKR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RajendranK13,
author = {Karthikeyan Rajendran and
Ioannis G. Kevrekidis},
title = {Analysis of data in the form of graphs},
journal = {CoRR},
volume = {abs/1306.3524},
year = {2013},
url = {http://arxiv.org/abs/1306.3524},
eprinttype = {arXiv},
eprint = {1306.3524},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RajendranK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gis/ZouTGK12,
author = {Yu Zou and
Paul M. Torrens and
Roger G. Ghanem and
Ioannis G. Kevrekidis},
title = {Accelerating agent-based computation of complex urban systems},
journal = {Int. J. Geogr. Inf. Sci.},
volume = {26},
number = {10},
pages = {1917--1937},
year = {2012},
url = {https://doi.org/10.1080/13658816.2012.669891},
doi = {10.1080/13658816.2012.669891},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gis/ZouTGK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/BavarianSKB12,
author = {Mona Bavarian and
Masoud Soroush and
Ioannis G. Kevrekidis and
Jay B. Benziger},
title = {Mathematical modeling and steady-state analysis of a co-ionic-conducting
solid oxide fuel cell},
booktitle = {American Control Conference, {ACC} 2012, Montreal, QC, Canada, June
27-29, 2012},
pages = {4269--4274},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ACC.2012.6314973},
doi = {10.1109/ACC.2012.6314973},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcc/BavarianSKB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-5618,
author = {Katherine A. Bold and
Karthikeyan Rajendran and
Bal{\'{a}}zs R{\'{a}}th and
Ioannis G. Kevrekidis},
title = {An equation-free approach to coarse-graining the dynamics of networks},
journal = {CoRR},
volume = {abs/1202.5618},
year = {2012},
url = {http://arxiv.org/abs/1202.5618},
eprinttype = {arXiv},
eprint = {1202.5618},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-5618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/VandekerckhoveSMRK11,
author = {Christophe Vandekerckhove and
Benjamin Sonday and
Alexei Makeev and
Dirk Roose and
Ioannis G. Kevrekidis},
title = {A common approach to the computation of coarse-scale steady states
and to consistent initialization on a slow manifold},
journal = {Comput. Chem. Eng.},
volume = {35},
number = {10},
pages = {1949--1958},
year = {2011},
url = {https://doi.org/10.1016/j.compchemeng.2010.12.002},
doi = {10.1016/J.COMPCHEMENG.2010.12.002},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cce/VandekerckhoveSMRK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/GounarisRKF11,
author = {Chrysanthos E. Gounaris and
Karthikeyan Rajendran and
Ioannis G. Kevrekidis and
Christodoulos A. Floudas},
title = {Generation of networks with prescribed degree-dependent clustering},
journal = {Optim. Lett.},
volume = {5},
number = {3},
pages = {435--451},
year = {2011},
url = {https://doi.org/10.1007/s11590-011-0319-x},
doi = {10.1007/S11590-011-0319-X},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ol/GounarisRKF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamnum/ArtsteinGKST11,
author = {Zvi Artstein and
C. William Gear and
Ioannis G. Kevrekidis and
Marshall Slemrod and
Edriss S. Titi},
title = {Analysis and Computation of a Discrete KdV-Burgers Type Equation with
Fast Dispersion and Slow Diffusion},
journal = {{SIAM} J. Numer. Anal.},
volume = {49},
number = {5},
pages = {2124--2143},
year = {2011},
url = {https://doi.org/10.1137/090768850},
doi = {10.1137/090768850},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamnum/ArtsteinGKST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/WasylenkoCLK10,
author = {Thomas M. Wasylenko and
Jaime Cisternas and
Carlo R. Laing and
Ioannis G. Kevrekidis},
title = {Bifurcations of lurching waves in a thalamic neuronal network},
journal = {Biol. Cybern.},
volume = {103},
number = {6},
pages = {447--462},
year = {2010},
url = {https://doi.org/10.1007/s00422-010-0409-3},
doi = {10.1007/S00422-010-0409-3},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/WasylenkoCLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/TsoumanisSBK10,
author = {Andreas C. Tsoumanis and
Constantinos I. Siettos and
George V. Bafas and
Ioannis G. Kevrekidis},
title = {Equation-Free Multiscale Computations in Social Networks: from Agent-Based
Modeling to Coarse-Grained Stability and bifurcation Analysis},
journal = {Int. J. Bifurc. Chaos},
volume = {20},
number = {11},
pages = {3673--3688},
year = {2010},
url = {https://doi.org/10.1142/S0218127410027945},
doi = {10.1142/S0218127410027945},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijbc/TsoumanisSBK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcns/LaingFK10,
author = {Carlo R. Laing and
Thomas Frewen and
Ioannis G. Kevrekidis},
title = {Reduced models for binocular rivalry},
journal = {J. Comput. Neurosci.},
volume = {28},
number = {3},
pages = {459--476},
year = {2010},
url = {https://doi.org/10.1007/s10827-010-0227-6},
doi = {10.1007/S10827-010-0227-6},
timestamp = {Thu, 16 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcns/LaingFK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/ZouKKF10,
author = {Yu Zou and
Michail E. Kavousanakis and
Ioannis G. Kevrekidis and
Rodney O. Fox},
title = {Coarse-grained computation for particle coagulation and sintering
processes by linking Quadrature Method of Moments with Monte-Carlo},
journal = {J. Comput. Phys.},
volume = {229},
number = {14},
pages = {5299--5314},
year = {2010},
url = {https://doi.org/10.1016/j.jcp.2010.03.007},
doi = {10.1016/J.JCP.2010.03.007},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/ZouKKF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scholarpedia/KevrekidisS10,
author = {Yannis G. Kevrekidis and
Giovanni Samaey},
title = {Equation-free modeling},
journal = {Scholarpedia},
volume = {5},
number = {9},
pages = {4847},
year = {2010},
url = {https://doi.org/10.4249/scholarpedia.4847},
doi = {10.4249/SCHOLARPEDIA.4847},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scholarpedia/KevrekidisS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jscic/VandekerckhoveKR09,
author = {Christophe Vandekerckhove and
Ioannis G. Kevrekidis and
Dirk Roose},
title = {An Efficient Newton-Krylov Implementation of the Constrained Runs
Scheme for Initializing on a Slow Manifold},
journal = {J. Sci. Comput.},
volume = {39},
number = {2},
pages = {167--188},
year = {2009},
url = {https://doi.org/10.1007/s10915-008-9256-y},
doi = {10.1007/S10915-008-9256-Y},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jscic/VandekerckhoveKR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamam/ErbanCKV09,
author = {Radek Erban and
S. Jonathan Chapman and
Ioannis G. Kevrekidis and
Tom{\'{a}}s Vejchodsk{\'{y}}},
title = {Analysis of a Stochastic Chemical System Close to a {SNIPER} Bifurcation
of Its Mean-Field Model},
journal = {{SIAM} J. Appl. Math.},
volume = {70},
number = {3},
pages = {984--1016},
year = {2009},
url = {https://doi.org/10.1137/080731360},
doi = {10.1137/080731360},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamam/ErbanCKV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/ZouK08,
author = {Yu Zou and
Ioannis G. Kevrekidis},
title = {Uncertainty Quantification for Atomistic Reaction Models: An Equation-Free
Stochastic Simulation Algorithm Example},
journal = {Multiscale Model. Simul.},
volume = {6},
number = {4},
pages = {1217--1233},
year = {2008},
url = {https://doi.org/10.1137/060671887},
doi = {10.1137/060671887},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/ZouK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/GivonK08,
author = {Dror Givon and
Ioannis G. Kevrekidis},
title = {Multiscale Integration Schemes for Jump-Diffusion Systems},
journal = {Multiscale Model. Simul.},
volume = {7},
number = {2},
pages = {495--516},
year = {2008},
url = {https://doi.org/10.1137/070693473},
doi = {10.1137/070693473},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/GivonK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/CoifmanKLMN08,
author = {Ronald R. Coifman and
Ioannis G. Kevrekidis and
St{\'{e}}phane Lafon and
Mauro Maggioni and
Boaz Nadler},
title = {Diffusion Maps, Reduction Coordinates, and Low Dimensional Representation
of Stochastic Systems},
journal = {Multiscale Model. Simul.},
volume = {7},
number = {2},
pages = {842--864},
year = {2008},
url = {https://doi.org/10.1137/070696325},
doi = {10.1137/070696325},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/CoifmanKLMN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/AdomaitisKL07,
author = {Raymond A. Adomaitis and
Ioannis G. Kevrekidis and
Rafael de la Llave},
title = {A Computer-Assisted Study of Global Dynamic Transitions for a Noninvertible
System},
journal = {Int. J. Bifurc. Chaos},
volume = {17},
number = {4},
pages = {1305--1321},
year = {2007},
url = {https://doi.org/10.1142/S021812740701780X},
doi = {10.1142/S021812740701780X},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbc/AdomaitisKL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/KavousanakisEBGK07,
author = {Michail E. Kavousanakis and
Radek Erban and
Andreas G. Boudouvis and
C. William Gear and
Ioannis G. Kevrekidis},
title = {Projective and coarse projective integration for problems with continuous
symmetries},
journal = {J. Comput. Phys.},
volume = {225},
number = {1},
pages = {382--407},
year = {2007},
url = {https://doi.org/10.1016/j.jcp.2006.12.003},
doi = {10.1016/J.JCP.2006.12.003},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/KavousanakisEBGK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jns/AhujaKR07,
author = {Sunil Ahuja and
Ioannis G. Kevrekidis and
Clarence W. Rowley},
title = {Template-Based Stabilization of Relative Equilibria in Systems with
Continuous Symmetry},
journal = {J. Nonlinear Sci.},
volume = {17},
number = {2},
pages = {109--143},
year = {2007},
url = {https://doi.org/10.1007/s00332-005-0801-7},
doi = {10.1007/S00332-005-0801-7},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jns/AhujaKR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/PapavasiliouK07,
author = {Anastasia Papavasiliou and
Ioannis G. Kevrekidis},
title = {Variance Reduction for the Equation-Free Simulation of Multiscale
Stochastic Systems},
journal = {Multiscale Model. Simul.},
volume = {6},
number = {1},
pages = {70--89},
year = {2007},
url = {https://doi.org/10.1137/060650635},
doi = {10.1137/060650635},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/PapavasiliouK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/QiaoNKS07,
author = {Liang Qiao and
Robert B. Nachbar and
Ioannis G. Kevrekidis and
Stanislav Y. Shvartsman},
title = {Bistability and Oscillations in the Huang-Ferrell Model of {MAPK}
Signaling},
journal = {PLoS Comput. Biol.},
volume = {3},
number = {9},
year = {2007},
url = {https://doi.org/10.1371/journal.pcbi.0030184},
doi = {10.1371/JOURNAL.PCBI.0030184},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/QiaoNKS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamnum/DicksonKIK07,
author = {K. I. Dickson and
C. T. Kelley and
Ilse C. F. Ipsen and
Ioannis G. Kevrekidis},
title = {Condition Estimates for Pseudo-Arclength Continuation},
journal = {{SIAM} J. Numer. Anal.},
volume = {45},
number = {1},
pages = {263--276},
year = {2007},
url = {https://doi.org/10.1137/060654384},
doi = {10.1137/060654384},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamnum/DicksonKIK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/LiKGK07,
author = {Ju Li and
Panayotis G. Kevrekidis and
C. William Gear and
Ioannis G. Kevrekidis},
title = {Deciding the Nature of the Coarse Equation through Microscopic Simulations:
The Baby-Bathwater Scheme},
journal = {{SIAM} Rev.},
volume = {49},
number = {3},
pages = {469--487},
year = {2007},
url = {https://doi.org/10.1137/070692303},
doi = {10.1137/070692303},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamrev/LiKGK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/RobertsK07,
author = {Anthony J. Roberts and
Ioannis G. Kevrekidis},
title = {General Tooth Boundary Conditions for Equation Free Modeling},
journal = {{SIAM} J. Sci. Comput.},
volume = {29},
number = {4},
pages = {1495--1510},
year = {2007},
url = {https://doi.org/10.1137/060654554},
doi = {10.1137/060654554},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/RobertsK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/SiettosRK06,
author = {Constantinos I. Siettos and
Ramiro Rico{-}Mart{\'{\i}}nez and
Ioannis G. Kevrekidis},
title = {A systems-based approach to multiscale computation: Equation-free
detection of coarse-grained bifurcations},
journal = {Comput. Chem. Eng.},
volume = {30},
number = {10-12},
pages = {1632--1642},
year = {2006},
url = {https://doi.org/10.1016/j.compchemeng.2006.05.019},
doi = {10.1016/J.COMPCHEMENG.2006.05.019},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cce/SiettosRK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/SiettosKK06,
author = {Constantinos I. Siettos and
Ioannis G. Kevrekidis and
Nikolaos Kazantzis},
title = {An equation-Free Approach to Nonlinear Control: Coarse Feedback Linearization
with Pole-Placement},
journal = {Int. J. Bifurc. Chaos},
volume = {16},
number = {7},
pages = {2029--2041},
year = {2006},
url = {https://doi.org/10.1142/S0218127406015878},
doi = {10.1142/S0218127406015878},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbc/SiettosKK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/MoonK06,
author = {Sung Joon Moon and
Ioannis G. Kevrekidis},
title = {An equation-Free Approach to Coupled oscillator Dynamics: the Kuramoto
Model Example},
journal = {Int. J. Bifurc. Chaos},
volume = {16},
number = {7},
pages = {2043--2052},
year = {2006},
url = {https://doi.org/10.1142/S021812740601588X},
doi = {10.1142/S021812740601588X},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbc/MoonK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/SamaeyKR06,
author = {Giovanni Samaey and
Ioannis G. Kevrekidis and
Dirk Roose},
title = {Patch dynamics with buffers for homogenization problems},
journal = {J. Comput. Phys.},
volume = {213},
number = {1},
pages = {264--287},
year = {2006},
url = {https://doi.org/10.1016/j.jcp.2005.08.010},
doi = {10.1016/J.JCP.2005.08.010},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/SamaeyKR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/BarkleyKS06,
author = {Dwight Barkley and
Ioannis G. Kevrekidis and
Andrew M. Stuart},
title = {The Moment Map: Nonlinear Dynamics of Density Evolution via a Few
Moments},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {5},
number = {3},
pages = {403--434},
year = {2006},
url = {https://doi.org/10.1137/050638667},
doi = {10.1137/050638667},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamads/BarkleyKS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/AhujaKR06,
author = {Sunil Ahuja and
Ioannis G. Kevrekidis and
Clarence W. Rowley},
title = {Template-based stabilization of relative equilibria},
booktitle = {American Control Conference, {ACC} 2006, Minneapolis, MN, USA, 14-16
June, 2006},
pages = {1--6},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ACC.2006.1657278},
doi = {10.1109/ACC.2006.1657278},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcc/AhujaKR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/ArmaouKT05,
author = {Antonios Armaou and
Ioannis G. Kevrekidis and
Constantinos Theodoropoulos},
title = {Equation-free gaptooth-based controller design for distributed complex/multiscale
processes},
journal = {Comput. Chem. Eng.},
volume = {29},
number = {4},
pages = {731--740},
year = {2005},
url = {https://doi.org/10.1016/j.compchemeng.2004.09.005},
doi = {10.1016/J.COMPCHEMENG.2004.09.005},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cce/ArmaouKT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cse/XiuKG05,
author = {Dongbin Xiu and
Ioannis G. Kevrekidis and
Roger G. Ghanem},
title = {An equation-free, multiscale approach to uncertainty quantification},
journal = {Comput. Sci. Eng.},
volume = {7},
number = {3},
pages = {16--23},
year = {2005},
url = {https://doi.org/10.1109/MCSE.2005.46},
doi = {10.1109/MCSE.2005.46},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cse/XiuKG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/MollerRKLK05,
author = {Joakim M{\"{o}}ller and
Olof Runborg and
Panayotis G. Kevrekidis and
Kurt Lust and
Ioannis G. Kevrekidis},
title = {Equation-Free, Effective Computation for Discrete Systems: a Time
stepper Based Approach},
journal = {Int. J. Bifurc. Chaos},
volume = {15},
number = {3},
pages = {975--996},
year = {2005},
url = {https://doi.org/10.1142/S0218127405012399},
doi = {10.1142/S0218127405012399},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijbc/MollerRKLK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jscic/GearK05,
author = {C. William Gear and
Ioannis G. Kevrekidis},
title = {Constraint-Defined Manifolds: a Legacy Code Approach to Low-Dimensional
Computation},
journal = {J. Sci. Comput.},
volume = {25},
number = {1-2},
pages = {17--28},
year = {2005},
url = {https://doi.org/10.1007/s10915-004-4630-x},
doi = {10.1007/S10915-004-4630-X},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jscic/GearK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/SamaeyRK05,
author = {Giovanni Samaey and
Dirk Roose and
Ioannis G. Kevrekidis},
title = {The Gap-Tooth Scheme for Homogenization Problems},
journal = {Multiscale Model. Simul.},
volume = {4},
number = {1},
pages = {278--306},
year = {2005},
url = {https://doi.org/10.1137/030602046},
doi = {10.1137/030602046},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/SamaeyRK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/SetayeshgarGOK05,
author = {S. Setayeshgar and
C. William Gear and
Hans G. Othmer and
Ioannis G. Kevrekidis},
title = {Application of Coarse Integration to Bacterial Chemotaxis},
journal = {Multiscale Model. Simul.},
volume = {4},
number = {1},
pages = {307--327},
year = {2005},
url = {https://doi.org/10.1137/030600874},
doi = {10.1137/030600874},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/SetayeshgarGOK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/XiuK05,
author = {Dongbin Xiu and
Ioannis G. Kevrekidis},
title = {Equation-Free, Multiscale Computation for Unsteady Random Diffusion},
journal = {Multiscale Model. Simul.},
volume = {4},
number = {3},
pages = {915--935},
year = {2005},
url = {https://doi.org/10.1137/040615006},
doi = {10.1137/040615006},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mmas/XiuK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/GearKKZ05,
author = {C. William Gear and
Tasso J. Kaper and
Ioannis G. Kevrekidis and
Antonios Zagaris},
title = {Projecting to a Slow Manifold: Singularly Perturbed Systems and Legacy
Codes},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {4},
number = {3},
pages = {711--732},
year = {2005},
url = {https://doi.org/10.1137/040608295},
doi = {10.1137/040608295},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamads/GearKKZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/MastnyRK05,
author = {Ethan A. Mastny and
James B. Rawlings and
Yannis G. Kevrekidis},
title = {Model-based control methodologies for catalytic surface reactions},
booktitle = {American Control Conference, {ACC} 2005, Portland, OR, USA, 8-10 June,
2005},
pages = {2534--2539},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ACC.2005.1470348},
doi = {10.1109/ACC.2005.1470348},
timestamp = {Fri, 07 Oct 2022 18:48:01 +0200},
biburl = {https://dblp.org/rec/conf/amcc/MastnyRK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/SiettosKK05,
author = {Constantinos I. Siettos and
Ioannis G. Kevrekidis and
Nikolaos Kazantzis},
title = {Equation-free, coarse-grained feedback linearization},
booktitle = {American Control Conference, {ACC} 2005, Portland, OR, USA, 8-10 June,
2005},
pages = {2554--2558},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ACC.2005.1470351},
doi = {10.1109/ACC.2005.1470351},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcc/SiettosKK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NadlerLCK05,
author = {Boaz Nadler and
St{\'{e}}phane Lafon and
Ronald R. Coifman and
Ioannis G. Kevrekidis},
title = {Diffusion Maps, Spectral Clustering and Eigenfunctions of Fokker-Planck
Operators},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {955--962},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/2a0f97f81755e2878b264adf39cba68e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NadlerLCK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/AlonsoKBF04,
author = {Antonio A. Alonso and
Ioannis G. Kevrekidis and
Julio R. Banga and
Christos E. Frouzakis},
title = {Optimal sensor location and reduced order observer design for distributed
process systems},
journal = {Comput. Chem. Eng.},
volume = {28},
number = {1-2},
pages = {27--35},
year = {2004},
url = {https://doi.org/10.1016/S0098-1354(03)00175-3},
doi = {10.1016/S0098-1354(03)00175-3},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cce/AlonsoKBF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/KrishnanRK04,
author = {J. Krishnan and
Olof Runborg and
Ioannis G. Kevrekidis},
title = {Bifurcation analysis of nonlinear reaction-diffusion problems using
wavelet-based reduction techniques},
journal = {Comput. Chem. Eng.},
volume = {28},
number = {4},
pages = {557--574},
year = {2004},
url = {https://doi.org/10.1016/j.compchemeng.2003.08.013},
doi = {10.1016/J.COMPCHEMENG.2003.08.013},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cce/KrishnanRK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/SiettosKM04,
author = {Constantinos I. Siettos and
Ioannis G. Kevrekidis and
Dimitrios Maroudas},
title = {Coarse bifurcation Diagrams via Microscopic Simulators: a State-Feedback
Control-Based Approach},
journal = {Int. J. Bifurc. Chaos},
volume = {14},
number = {1},
pages = {207--220},
year = {2004},
url = {https://doi.org/10.1142/S0218127404009193},
doi = {10.1142/S0218127404009193},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijbc/SiettosKM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/ArmaouKT04,
author = {Antonios Armaou and
Ioannis G. Kevrekidis and
Constantinos Theodoropoulos},
title = {The gaptooth scheme, patch dynamics and equation-free controller design
for distributed complex/multiscale processes},
booktitle = {Proceedings of the 2004 American Control Conference, {ACC} 2004, Boston,
MA, USA, June 30 - July 2, 2004},
pages = {926--932},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.23919/ACC.2004.1383725},
doi = {10.23919/ACC.2004.1383725},
timestamp = {Thu, 24 Nov 2022 09:21:27 +0100},
biburl = {https://dblp.org/rec/conf/amcc/ArmaouKT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/KoronakiBK03,
author = {E. D. Koronaki and
Andreas G. Boudouvis and
Ioannis G. Kevrekidis},
title = {Enabling stability analysis of tubular reactor models using {PDE/PDAE}
integrators},
journal = {Comput. Chem. Eng.},
volume = {27},
number = {7},
pages = {951--964},
year = {2003},
url = {https://doi.org/10.1016/S0098-1354(03)00004-8},
doi = {10.1016/S0098-1354(03)00004-8},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cce/KoronakiBK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmas/LiKGK03,
author = {Ju Li and
Panayotis G. Kevrekidis and
C. William Gear and
Ioannis G. Kevrekidis},
title = {Deciding the Nature of the Coarse Equation through Microscopic Simulations:
The Baby-Bathwater Scheme},
journal = {Multiscale Model. Simul.},
volume = {1},
number = {3},
pages = {391--407},
year = {2003},
url = {https://doi.org/10.1137/S1540345902419161},
doi = {10.1137/S1540345902419161},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mmas/LiKGK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/GearK03,
author = {C. William Gear and
Ioannis G. Kevrekidis},
title = {Projective Methods for Stiff Differential Equations: Problems with
Gaps in Their Eigenvalue Spectrum},
journal = {{SIAM} J. Sci. Comput.},
volume = {24},
number = {4},
pages = {1091--1106},
year = {2003},
url = {https://doi.org/10.1137/S1064827501388157},
doi = {10.1137/S1064827501388157},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/GearK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/ArmaouSK03,
author = {Antonios Armaou and
Constantinos I. Siettos and
Ioannis G. Kevrekidis},
title = {Time-steppers and coarse-grained control of microscopic distributed
processes},
booktitle = {American Control Conference, {ACC} 2003, Denver, CO, USA, June 4-6
2003},
pages = {1328--1334},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ACC.2003.1239775},
doi = {10.1109/ACC.2003.1239775},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/amcc/ArmaouSK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/DubljevicCK03,
author = {Stevan Dubljevic and
Panagiotis D. Christofides and
Ioannis G. Kevrekidis},
title = {Distributed nonlinear control of diffusion-reaction processes},
booktitle = {American Control Conference, {ACC} 2003, Denver, CO, USA, June 4-6
2003},
pages = {1341--1348},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ACC.2003.1239777},
doi = {10.1109/ACC.2003.1239777},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/amcc/DubljevicCK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/ZhangHK03,
author = {Yongchun Zhang and
Michael A. Henson and
Yannis G. Kevrekidis},
title = {Nonlinear order reduction of discretized cell population models},
booktitle = {American Control Conference, {ACC} 2003, Denver, CO, USA, June 4-6
2003},
pages = {2383--2388},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ACC.2003.1243431},
doi = {10.1109/ACC.2003.1243431},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/amcc/ZhangHK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/ArmaouK03,
author = {Antonios Armaou and
Ioannis G. Kevrekidis},
title = {Optimal switching policies using coarse timesteppers},
booktitle = {42nd {IEEE} Conference on Decision and Control, {CDC} 2003, Maui,
Hawaii, USA, December 9-12, 2003},
pages = {5508--5513},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CDC.2003.1272514},
doi = {10.1109/CDC.2003.1272514},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/ArmaouK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/JohnsonJK01,
author = {Mark E. Johnson and
Michael S. Jolly and
Ioannis G. Kevrekidis},
title = {The Oseberg Transition: Visualization of Global bifurcations for the
Kuramoto-Sivashinsky equation},
journal = {Int. J. Bifurc. Chaos},
volume = {11},
number = {1},
pages = {1--18},
year = {2001},
url = {https://doi.org/10.1142/S0218127401001979},
doi = {10.1142/S0218127401001979},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbc/JohnsonJK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/na/JohnsonJK97,
author = {Mark E. Johnson and
Michael S. Jolly and
Ioannis G. Kevrekidis},
title = {Two-dimensional invariant manifolds and global bifurcations: some
approximation and visualization studies},
journal = {Numer. Algorithms},
volume = {14},
number = {1-3},
pages = {125--140},
year = {1997},
url = {https://doi.org/10.1023/A:1019104828180},
doi = {10.1023/A:1019104828180},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/na/JohnsonJK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/BangiaBKK97,
author = {Anil K. Bangia and
Paul F. Batcho and
Ioannis G. Kevrekidis and
George E. Karniadakis},
title = {Unsteady Two-Dimensional Flows in Complex Geometries: Comparative
Bifurcation Studies with Global Eigenfunction Expansions},
journal = {{SIAM} J. Sci. Comput.},
volume = {18},
number = {3},
pages = {775--805},
year = {1997},
url = {https://doi.org/10.1137/S1064827595282246},
doi = {10.1137/S1064827595282246},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/BangiaBKK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/Rico-MartinezKA93,
author = {Ramiro Rico{-}Mart{\'{\i}}nez and
Ioannis G. Kevrekidis and
Raymond A. Adomaitis},
title = {Noninvertibility in neural networks},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88),
San Francisco, CA, USA, March 28 - April 1, 1993},
pages = {382--386},
publisher = {{IEEE}},
year = {1993},
url = {https://doi.org/10.1109/ICNN.1993.298587},
doi = {10.1109/ICNN.1993.298587},
timestamp = {Wed, 04 Sep 2019 08:33:25 +0200},
biburl = {https://dblp.org/rec/conf/icnn/Rico-MartinezKA93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/Rico-MartinezK93,
author = {Ramiro Rico{-}Mart{\'{\i}}nez and
Ioannis G. Kevrekidis},
title = {Continuous time modeling of nonlinear systems: a neural network-based
approach},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88),
San Francisco, CA, USA, March 28 - April 1, 1993},
pages = {1522--1525},
publisher = {{IEEE}},
year = {1993},
url = {https://doi.org/10.1109/ICNN.1993.298782},
doi = {10.1109/ICNN.1993.298782},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/Rico-MartinezK93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/FarberLRK93,
author = {Robert M. Farber and
Alan S. Lapedes and
Ramiro Rico{-}Mart{\'{\i}}nez and
Ioannis G. Kevrekidis},
editor = {Richard F. Sincovec and
David E. Keyes and
Michael R. Leuze and
Linda R. Petzold and
Daniel A. Reed},
title = {Identification of Continuous-Time Dynamical Systems: Neural Network
Based Algorithms and Parallel Implementation},
booktitle = {Proceedings of the Sixth {SIAM} Conference on Parallel Processing
for Scientific Computing, {PPSC} 1993, Norfolk, Virginia, USA, March
22-24, 1993},
pages = {287--291},
publisher = {{SIAM}},
year = {1993},
timestamp = {Mon, 20 Mar 2017 14:21:45 +0100},
biburl = {https://dblp.org/rec/conf/ppsc/FarberLRK93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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