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@article{DBLP:journals/juq/BallesterRipoll24,
author = {Rafael Ballester{-}Ripoll},
title = {Computing Statistical Moments Via Tensorization of Polynomial Chaos
Expansions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {2},
pages = {289--308},
year = {2024},
url = {https://doi.org/10.1137/23m155428x},
doi = {10.1137/23M155428X},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BallesterRipoll24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChengMXBDN24,
author = {Nuojin Cheng and
Osman Asif Malik and
Yiming Xu and
Stephen Becker and
Alireza Doostan and
Akil Narayan},
title = {Subsampling of Parametric Models with Bifidelity Boosting},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {2},
pages = {213--241},
year = {2024},
url = {https://doi.org/10.1137/22m1524989},
doi = {10.1137/22M1524989},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChengMXBDN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChennetierCDG24,
author = {Guillaume Chennetier and
Hassane Chraibi and
Anne Dutfoy and
Josselin Garnier},
title = {Adaptive Importance Sampling Based on Fault Tree Analysis for Piecewise
Deterministic Markov Process},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {1},
pages = {128--156},
year = {2024},
url = {https://doi.org/10.1137/22m1522838},
doi = {10.1137/22M1522838},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ChennetierCDG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CurranSebastianPHH24,
author = {Jacob Curran{-}Sebastian and
Lorenzo Pellis and
Ian M. Hall and
Thomas A. House},
title = {Calculation of Epidemic First Passage and Peak Time Probability Distributions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {2},
pages = {242--261},
year = {2024},
url = {https://doi.org/10.1137/23m1548049},
doi = {10.1137/23M1548049},
timestamp = {Mon, 29 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/CurranSebastianPHH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Duersch24,
author = {Jed A. Duersch},
title = {Projective Integral Updates for High-Dimensional Variational Inference},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {1},
pages = {69--100},
year = {2024},
url = {https://doi.org/10.1137/22m1529919},
doi = {10.1137/22M1529919},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Duersch24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GaneshKS24,
author = {Mahadevan Ganesh and
Frances Y. Kuo and
Ian H. Sloan},
title = {Corrigendum: Quasi-Monte Carlo Finite Element Analysis for Wave Propagation
in Heterogeneous Random Media},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {1},
pages = {212},
year = {2024},
url = {https://doi.org/10.1137/23m1624609},
doi = {10.1137/23M1624609},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GaneshKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GongP24,
author = {Xianliang Gong and
Yulin Pan},
title = {Multifidelity Bayesian Experimental Design to Quantify Rare-Event
Statistics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {1},
pages = {101--127},
year = {2024},
url = {https://doi.org/10.1137/22m1503956},
doi = {10.1137/22M1503956},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GongP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HaberleBM24,
author = {Konstantin H{\"{a}}berle and
Barbara Bravi and
Anthea Monod},
title = {Wavelet-Based Density Estimation for Persistent Homology},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {2},
pages = {347--376},
year = {2024},
url = {https://doi.org/10.1137/23m1573811},
doi = {10.1137/23M1573811},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HaberleBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HartmannR24,
author = {Carsten Hartmann and
Lorenz Richter},
title = {Nonasymptotic Bounds for Suboptimal Importance Sampling},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {2},
pages = {309--346},
year = {2024},
url = {https://doi.org/10.1137/21m1427760},
doi = {10.1137/21M1427760},
timestamp = {Mon, 29 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HartmannR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiuJ24,
author = {Ningxin Liu and
Lijian Jiang},
title = {Perron-Frobenius Operator Filter for Stochastic Dynamical Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {1},
pages = {182--211},
year = {2024},
url = {https://doi.org/10.1137/23m1547391},
doi = {10.1137/23M1547391},
timestamp = {Mon, 29 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LiuJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PavliotisZ24,
author = {Grigorios A. Pavliotis and
Andrea Zanoni},
title = {A Method of Moments Estimator for Interacting Particle Systems and
their Mean Field Limit},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {2},
pages = {262--288},
year = {2024},
url = {https://doi.org/10.1137/22m153848x},
doi = {10.1137/22M153848X},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PavliotisZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SanzAlonsoW24,
author = {Daniel Sanz{-}Alonso and
Nathan Waniorek},
title = {Analysis of a Computational Framework for Bayesian Inverse Problems:
Ensemble Kalman Updates and {MAP} Estimators under Mesh Refinement},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {1},
pages = {30--68},
year = {2024},
url = {https://doi.org/10.1137/23m1567035},
doi = {10.1137/23M1567035},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SanzAlonsoW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SungJMWT24,
author = {Chih{-}Li Sung and
Yi (irene) Ji and
Simon Mak and
Wenjia Wang and
Tao Tang},
title = {Stacking Designs: Designing Multifidelity Computer Experiments with
Target Predictive Accuracy},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {1},
pages = {157--181},
year = {2024},
url = {https://doi.org/10.1137/22m1532007},
doi = {10.1137/22M1532007},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SungJMWT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WuZZ24,
author = {Zhizhang Wu and
Zhiwen Zhang and
Xiaofei Zhao},
title = {Error Estimate of a Quasi-Monte Carlo Time-Splitting Pseudospectral
Method for Nonlinear Schr{\"{o}}dinger Equation with Random Potentials},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {12},
number = {1},
pages = {1--29},
year = {2024},
url = {https://doi.org/10.1137/22m1525181},
doi = {10.1137/22M1525181},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/WuZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AfkhamDH23,
author = {Babak Maboudi Afkham and
Yiqiu Dong and
Per Christian Hansen},
title = {Uncertainty Quantification of Inclusion Boundaries in the Context
of X-Ray Tomography},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {31--61},
year = {2023},
url = {https://doi.org/10.1137/21m1433782},
doi = {10.1137/21M1433782},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/AfkhamDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AllenGZ23,
author = {Sam Allen and
David Ginsbourger and
Johanna Ziegel},
title = {Evaluating Forecasts for High-Impact Events Using Transformed Kernel
Scores},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {906--940},
year = {2023},
url = {https://doi.org/10.1137/22m1532184},
doi = {10.1137/22M1532184},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AllenGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AlsupP23,
author = {Terrence Alsup and
Benjamin Peherstorfer},
title = {Context-Aware Surrogate Modeling for Balancing Approximation and Sampling
Costs in Multifidelity Importance Sampling and Bayesian Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {285--319},
year = {2023},
url = {https://doi.org/10.1137/21m1445594},
doi = {10.1137/21M1445594},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/AlsupP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AudouzeKBMNY23,
author = {Christophe Audouze and
Aaron Klein and
Adrian Butscher and
Nigel J. W. Morris and
Prasanth Nair and
Masayuki Yano},
title = {Robust Level-Set-Based Topology Optimization Under Uncertainties Using
Anchored {ANOVA} Petrov-Galerkin Method},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {877--905},
year = {2023},
url = {https://doi.org/10.1137/22m1524722},
doi = {10.1137/22M1524722},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/AudouzeKBMNY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BaderHKMQS23,
author = {Seif Ben Bader and
Helmut Harbrecht and
Rolf Krause and
Michael D. Multerer and
Alessio Quaglino and
Marc Schmidlin},
title = {Space-time Multilevel Quadrature Methods and their Application for
Cardiac Electrophysiology},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1329--1356},
year = {2023},
url = {https://doi.org/10.1137/21m1418320},
doi = {10.1137/21M1418320},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BaderHKMQS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BishopM23,
author = {Adrian N. Bishop and
Pierre Del Moral},
title = {Robust Kalman and Bayesian Set-Valued Filtering and Model Validation
for Linear Stochastic Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {389--425},
year = {2023},
url = {https://doi.org/10.1137/22m1481270},
doi = {10.1137/22M1481270},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BishopM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BlanchetScallietDGH23,
author = {Christophette Blanchet{-}Scalliet and
Bruno Demory and
Thierry Gonon and
C{\'{e}}line Helbert},
title = {Gaussian Process Regression on Nested Spaces},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {426--451},
year = {2023},
url = {https://doi.org/10.1137/21m1445053},
doi = {10.1137/21M1445053},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BlanchetScallietDGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BungertW23,
author = {Leon Bungert and
Philipp Wacker},
title = {Complete Deterministic Dynamics and Spectral Decomposition of the
Linear Ensemble Kalman Inversion},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {320--357},
year = {2023},
url = {https://doi.org/10.1137/21m1429461},
doi = {10.1137/21M1429461},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BungertW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CarteeFNHV23,
author = {Elliot Cartee and
Antonio Farah and
April Nellis and
Jacob Van Hook and
Alexander Vladimirsky},
title = {Quantifying and Managing Uncertainty in Piecewise-Deterministic Markov
Processes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {814--847},
year = {2023},
url = {https://doi.org/10.1137/20m1357275},
doi = {10.1137/20M1357275},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/CarteeFNHV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChakKP23,
author = {Martin Chak and
Nikolas Kantas and
Grigorios A. Pavliotis},
title = {On the Generalized Langevin Equation for Simulated Annealing},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {139--167},
year = {2023},
url = {https://doi.org/10.1137/21m1462970},
doi = {10.1137/21M1462970},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ChakKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChenA23,
author = {Yian Chen and
Mihai Anitescu},
title = {Scalable Physics-Based Maximum Likelihood Estimation Using Hierarchical
Matrices},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {682--725},
year = {2023},
url = {https://doi.org/10.1137/21m1458880},
doi = {10.1137/21M1458880},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChenA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChernovS23,
author = {Alexey Chernov and
Erik Marc Schetzke},
title = {A Simple, Bias-free Approximation of Covariance Functions by the Multilevel
Monte Carlo Method Having Nearly Optimal Complexity},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {941--969},
year = {2023},
url = {https://doi.org/10.1137/22m1506845},
doi = {10.1137/22M1506845},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ChernovS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DeveneyMS23,
author = {Teo Deveney and
Eike Hermann M{\"{u}}ller and
Tony Shardlow},
title = {Deep Surrogate Accelerated Delayed-Acceptance Hamiltonian Monte Carlo
for Bayesian Inference of Spatio-Temporal Heat Fluxes in Rotating
Disc Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {970--995},
year = {2023},
url = {https://doi.org/10.1137/22m1513113},
doi = {10.1137/22M1513113},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DeveneyMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Dia23,
author = {Ben Mansour Dia},
title = {A Continuation Method in Bayesian Inference},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {646--681},
year = {2023},
url = {https://doi.org/10.1137/19m130251x},
doi = {10.1137/19M130251X},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Dia23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Edeling23,
author = {Wouter Edeling},
title = {On the Deep Active-Subspace Method},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {62--90},
year = {2023},
url = {https://doi.org/10.1137/21m1463240},
doi = {10.1137/21M1463240},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Edeling23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/EhreFFPS23,
author = {Max Ehre and
Rafael Flock and
Martin Fu{\ss}eder and
Iason Papaioannou and
Daniel Straub},
title = {Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy
Method},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {358--388},
year = {2023},
url = {https://doi.org/10.1137/22m1484031},
doi = {10.1137/22M1484031},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/EhreFFPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/EverinkDA23,
author = {Jasper M. Everink and
Yiqiu Dong and
Martin S. Andersen},
title = {Bayesian Inference with Projected Densities},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {1025--1043},
year = {2023},
url = {https://doi.org/10.1137/22m150695x},
doi = {10.1137/22M150695X},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/EverinkDA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GlaubitzGS23,
author = {Jan Glaubitz and
Anne Gelb and
Guohui Song},
title = {Generalized Sparse Bayesian Learning and Application to Image Reconstruction},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {262--284},
year = {2023},
url = {https://doi.org/10.1137/22m147236x},
doi = {10.1137/22M147236X},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/GlaubitzGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GoncharovBD23,
author = {Fedor Goncharov and
Eric Barat and
Thomas Dautremer},
title = {Nonparametric Posterior Learning for Emission Tomography},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {452--479},
year = {2023},
url = {https://doi.org/10.1137/21m1463367},
doi = {10.1137/21M1463367},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GoncharovBD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HaberstichNP23,
author = {C{\'{e}}cile Haberstich and
Anthony Nouy and
Guillaume Perrin},
title = {Active Learning of Tree Tensor Networks using Optimal Least Squares},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {848--876},
year = {2023},
url = {https://doi.org/10.1137/21m1415911},
doi = {10.1137/21M1415911},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/HaberstichNP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HalonenP23,
author = {Vilho Halonen and
Ilkka P{\"{o}}l{\"{o}}nen},
title = {Quantification of Errors Generated by Uncertain Data in a Linear Boundary
Value Problem Using Neural Networks},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1258--1277},
year = {2023},
url = {https://doi.org/10.1137/22m1538855},
doi = {10.1137/22M1538855},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/HalonenP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HengJLT23,
author = {Jeremy Heng and
Ajay Jasra and
Kody J. H. Law and
Alexander Tarakanov},
title = {On Unbiased Estimation for Discretized Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {616--645},
year = {2023},
url = {https://doi.org/10.1137/21m1460788},
doi = {10.1137/21M1460788},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HengJLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HoopKNS23,
author = {Maarten V. de Hoop and
Nikola B. Kovachki and
Nicholas H. Nelsen and
Andrew M. Stuart},
title = {Convergence Rates for Learning Linear Operators from Noisy Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {480--513},
year = {2023},
url = {https://doi.org/10.1137/21m1442942},
doi = {10.1137/21M1442942},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HoopKNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Jahn23,
author = {Tim Jahn},
title = {Noise Level Free Regularization of General Linear Inverse Problems
under Unconstrained White Noise},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {591--615},
year = {2023},
url = {https://doi.org/10.1137/22m1506675},
doi = {10.1137/22M1506675},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Jahn23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Karvonen23,
author = {Toni Karvonen},
title = {Asymptotic Bounds for Smoothness Parameter Estimates in Gaussian Process
Interpolation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1225--1257},
year = {2023},
url = {https://doi.org/10.1137/22m149288x},
doi = {10.1137/22M149288X},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Karvonen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Kerleguer23,
author = {Baptiste Kerleguer},
title = {Multifidelity Surrogate Modeling for Time-Series Outputs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {514--539},
year = {2023},
url = {https://doi.org/10.1137/20m1386694},
doi = {10.1137/20M1386694},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Kerleguer23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Kretschmann23,
author = {Remo Kretschmann},
title = {Are Minimizers of the Onsager-Machlup Functional Strong Posterior
Modes?},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1105--1138},
year = {2023},
url = {https://doi.org/10.1137/23m1546579},
doi = {10.1137/23M1546579},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Kretschmann23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LambleyS23,
author = {Hefin Lambley and
Timothy John Sullivan},
title = {An Order-Theoretic Perspective on Modes and Maximum {A} Posteriori
Estimation in Bayesian Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1195--1224},
year = {2023},
url = {https://doi.org/10.1137/22m154243x},
doi = {10.1137/22M154243X},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/LambleyS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiY23,
author = {Yao Li and
Yaping Yuan},
title = {Sensitivity Analysis of Quasi-Stationary Distributions (QSDs) of Mass-Action
Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1164--1194},
year = {2023},
url = {https://doi.org/10.1137/22m1535875},
doi = {10.1137/22M1535875},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/LiY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LvYWD23,
author = {Shurui Lv and
Jun Yu and
Yan Wang and
Jiang Du},
title = {Fast Calibration for Computer Models with Massive Physical Observations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {1069--1104},
year = {2023},
url = {https://doi.org/10.1137/22m153673x},
doi = {10.1137/22M153673X},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/LvYWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LykkegaardDFMS23,
author = {Mikkel Bue Lykkegaard and
Tim J. Dodwell and
Colin Fox and
G. Mingas and
Robert Scheichl},
title = {Multilevel Delayed Acceptance {MCMC}},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {1--30},
year = {2023},
url = {https://doi.org/10.1137/22m1476770},
doi = {10.1137/22M1476770},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LykkegaardDFMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MadrigalCianciNT23,
author = {Juan P. Madrigal{-}Cianci and
Fabio Nobile and
Ra{\'{u}}l Tempone},
title = {Analysis of a Class of Multilevel Markov Chain Monte Carlo Algorithms
Based on Independent Metropolis-Hastings},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {91--138},
year = {2023},
url = {https://doi.org/10.1137/21m1420927},
doi = {10.1137/21M1420927},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/MadrigalCianciNT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Milz23,
author = {Johannes Milz},
title = {Reliable Error Estimates for Optimal Control of Linear Elliptic PDEs
with Random Inputs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1139--1163},
year = {2023},
url = {https://doi.org/10.1137/22m1503889},
doi = {10.1137/22M1503889},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Milz23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PapandreouCGD23,
author = {Yanni Papandreou and
Jon Cockayne and
Mark Girolami and
Andrew B. Duncan},
title = {Theoretical Guarantees for the Statistical Finite Element Method},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1278--1307},
year = {2023},
url = {https://doi.org/10.1137/21m1463963},
doi = {10.1137/21M1463963},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/PapandreouCGD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PatilB23,
author = {Prerna Patil and
Hessam Babaee},
title = {Reduced-Order Modeling with Time-Dependent Bases for PDEs with Stochastic
Boundary Conditions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {727--756},
year = {2023},
url = {https://doi.org/10.1137/21m1468097},
doi = {10.1137/21M1468097},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/PatilB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PetitBFV23,
author = {S{\'{e}}bastien Petit and
Julien Bect and
Paul Feliot and
Emmanuel V{\'{a}}zquez},
title = {Parameter Selection in Gaussian Process Interpolation: An Empirical
Study of Selection Criteria},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1308--1328},
year = {2023},
url = {https://doi.org/10.1137/21m1444710},
doi = {10.1137/21M1444710},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/PetitBFV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PritchardP23,
author = {Nathaniel Pritchard and
Vivak Patel},
title = {Towards Practical Large-Scale Randomized Iterative Least Squares Solvers
through Uncertainty Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {996--1024},
year = {2023},
url = {https://doi.org/10.1137/22m1515057},
doi = {10.1137/22M1515057},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/PritchardP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SchillingsTW23,
author = {Claudia Schillings and
Claudia Totzeck and
Philipp Wacker},
title = {Ensemble-Based Gradient Inference for Particle Methods in Optimization
and Sampling},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {757--787},
year = {2023},
url = {https://doi.org/10.1137/22m1533281},
doi = {10.1137/22M1533281},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/SchillingsTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SchwabZ23,
author = {Christoph Schwab and
Jakob Zech},
title = {Deep Learning in High Dimension: Neural Network Expression Rates for
Analytic Functions in {\textbackslash}({\textbackslash}pmb\{L2({\textbackslash}mathbb\{R\}d,{\textbackslash}gamma{\_}d)\}{\textbackslash})},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {199--234},
year = {2023},
url = {https://doi.org/10.1137/21m1462738},
doi = {10.1137/21M1462738},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/SchwabZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SpenceW23,
author = {Euan A. Spence and
Jared Wunsch},
title = {Wavenumber-Explicit Parametric Holomorphy of Helmholtz Solutions in
the Context of Uncertainty Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {567--590},
year = {2023},
url = {https://doi.org/10.1137/22m1486170},
doi = {10.1137/22M1486170},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SpenceW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SpillerWTA23,
author = {Elaine T. Spiller and
Robert L. Wolpert and
Pablo Tierz and
Taylor G. Asher},
title = {The Zero Problem: Gaussian Process Emulators for Range-Constrained
Computer Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {2},
pages = {540--566},
year = {2023},
url = {https://doi.org/10.1137/21m1467420},
doi = {10.1137/21M1467420},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SpillerWTA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Spokoiny23,
author = {Vladimir G. Spokoiny},
title = {Dimension Free Nonasymptotic Bounds on the Accuracy of High-Dimensional
Laplace Approximation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {1044--1068},
year = {2023},
url = {https://doi.org/10.1137/22m1495688},
doi = {10.1137/22M1495688},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Spokoiny23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TongS23,
author = {Shanyin Tong and
Georg Stadler},
title = {Large Deviation Theory-based Adaptive Importance Sampling for Rare
Events in High Dimensions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {3},
pages = {788--813},
year = {2023},
url = {https://doi.org/10.1137/22m1524758},
doi = {10.1137/22M1524758},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/TongS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TravellettiGL23,
author = {C{\'{e}}dric Travelletti and
David Ginsbourger and
Niklas Linde},
title = {Uncertainty Quantification and Experimental Design for Large-Scale
Linear Inverse Problems under Gaussian Process Priors},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {168--198},
year = {2023},
url = {https://doi.org/10.1137/21m1445028},
doi = {10.1137/21M1445028},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/TravellettiGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WuCG23,
author = {Keyi Wu and
Peng Chen and
Omar Ghattas},
title = {A Fast and Scalable Computational Framework for Large-Scale High-Dimensional
Bayesian Optimal Experimental Design},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {1},
pages = {235--261},
year = {2023},
url = {https://doi.org/10.1137/21m1466499},
doi = {10.1137/21M1466499},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/WuCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/YerramilliICA23,
author = {Suraj Yerramilli and
Akshay Iyer and
Wei Chen and
Daniel W. Apley},
title = {Fully Bayesian Inference for Latent Variable Gaussian Process Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1357--1381},
year = {2023},
url = {https://doi.org/10.1137/22m1525600},
doi = {10.1137/22M1525600},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/YerramilliICA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AgrawalKSS22,
author = {Shiv Agrawal and
Hwanwoo Kim and
Daniel Sanz{-}Alonso and
Alexander Strang},
title = {A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1533--1559},
year = {2022},
url = {https://doi.org/10.1137/21m146209x},
doi = {10.1137/21M146209X},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/AgrawalKSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AkyildizDSG22,
author = {{\"{O}}mer Deniz Akyildiz and
Connor Duffin and
Sotirios Sabanis and
Mark Girolami},
title = {Statistical Finite Elements via Langevin Dynamics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1560--1585},
year = {2022},
url = {https://doi.org/10.1137/21m1463094},
doi = {10.1137/21M1463094},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/AkyildizDSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AltmeyerBJR22,
author = {Randolf Altmeyer and
Till Bretschneider and
Josef Jan{\'{a}}k and
Markus Rei{\ss}},
title = {Parameter Estimation in an {SPDE} Model for Cell Repolarization},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {179--199},
year = {2022},
url = {https://doi.org/10.1137/20m1373347},
doi = {10.1137/20M1373347},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AltmeyerBJR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ArbabiS22,
author = {Hassan Arbabi and
Themistoklis P. Sapsis},
title = {Generative Stochastic Modeling of Strongly Nonlinear Flows with Non-Gaussian
Statistics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {2},
pages = {555--583},
year = {2022},
url = {https://doi.org/10.1137/20m1359833},
doi = {10.1137/20M1359833},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ArbabiS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BarrR22,
author = {John Barr and
Herschel Rabitz},
title = {A Generalized Kernel Method for Global Sensitivity Analysis},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {27--54},
year = {2022},
url = {https://doi.org/10.1137/20m1354829},
doi = {10.1137/20M1354829},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BarrR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BergouDKR22,
author = {El Houcine Bergou and
Youssef Diouane and
Vyacheslav Kungurtsev and
Cl{\'{e}}ment W. Royer},
title = {A Stochastic Levenberg-Marquardt Method Using Random Models with Complexity
Results},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {507--536},
year = {2022},
url = {https://doi.org/10.1137/20m1366253},
doi = {10.1137/20M1366253},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BergouDKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BhatnagarCKW22,
author = {Saumya Bhatnagar and
Won Chang and
Seonjin Kim and
Jiali Wang},
title = {Computer Model Calibration with Time Series Data Using Deep Learning
and Quantile Regression},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1--26},
year = {2022},
url = {https://doi.org/10.1137/20m1382581},
doi = {10.1137/20M1382581},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BhatnagarCKW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BirmpaFKR22,
author = {Panagiota Birmpa and
Jinchao Feng and
Markos A. Katsoulakis and
Luc Rey{-}Bellet},
title = {Model Uncertainty and Correctability for Directed Graphical Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1461--1512},
year = {2022},
url = {https://doi.org/10.1137/21m1434453},
doi = {10.1137/21M1434453},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BirmpaFKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BourgeyGR22,
author = {Florian Bourgey and
Emmanuel Gobet and
Cl{\'{e}}ment Rey},
title = {A Comparative Study of Polynomial-Type Chaos Expansions for Indicator
Functions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1350--1383},
year = {2022},
url = {https://doi.org/10.1137/21m1413146},
doi = {10.1137/21M1413146},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BourgeyGR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BrehierC22,
author = {Charles{-}Edouard Br{\'{e}}hier and
David Cohen},
title = {Strong Rates of Convergence of a Splitting Scheme for Schr{\"{o}}dinger
Equations with Nonlocal Interaction Cubic Nonlinearity and White Noise
Dispersion},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {453--480},
year = {2022},
url = {https://doi.org/10.1137/20m1378168},
doi = {10.1137/20M1378168},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BrehierC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BrotoBCM22,
author = {Baptiste Broto and
Fran{\c{c}}ois Bachoc and
Laura Clouvel and
Jean{-}Marc Martinez},
title = {Block-Diagonal Covariance Estimation and Application to the Shapley
Effects in Sensitivity Analysis},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {379--403},
year = {2022},
url = {https://doi.org/10.1137/20m1358839},
doi = {10.1137/20M1358839},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BrotoBCM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChadaJY22,
author = {Neil K. Chada and
Ajay Jasra and
Fangyuan Yu},
title = {Multilevel Ensemble Kalman-Bucy Filters},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {2},
pages = {584--618},
year = {2022},
url = {https://doi.org/10.1137/21m1423762},
doi = {10.1137/21M1423762},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChadaJY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChenCZW22,
author = {Jialei Chen and
Zhehui Chen and
Chuck Zhang and
C. F. Jeff Wu},
title = {{APIK:} Active Physics-Informed Kriging Model with Partial Differential
Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {481--506},
year = {2022},
url = {https://doi.org/10.1137/20m1389285},
doi = {10.1137/20M1389285},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChenCZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChenDS22,
author = {Nan Chen and
Quanling Deng and
Samuel N. Stechmann},
title = {Superfloe Parameterization with Physics Constraints for Uncertainty
Quantification of Sea Ice Floes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1384--1409},
year = {2022},
url = {https://doi.org/10.1137/21m1428777},
doi = {10.1137/21M1428777},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChenDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChurchillG22,
author = {Victor Churchill and
Anne Gelb},
title = {Sampling-based Spotlight {SAR} Image Reconstruction from Phase History
Data for Speckle Reduction and Uncertainty Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1225--1249},
year = {2022},
url = {https://doi.org/10.1137/20m1379721},
doi = {10.1137/20M1379721},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChurchillG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CohenDMN22,
author = {Albert Cohen and
Wolfgang Dahmen and
Olga Mula and
James A. Nichols},
title = {Nonlinear Reduced Models for State and Parameter Estimation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {227--267},
year = {2022},
url = {https://doi.org/10.1137/20m1380818},
doi = {10.1137/20M1380818},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/CohenDMN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CoxHKW22,
author = {Alexander M. G. Cox and
Simon C. Harris and
Andreas E. Kyprianou and
Minmin Wang},
title = {Monte Carlo Methods for the Neutron Transport Equation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {2},
pages = {775--825},
year = {2022},
url = {https://doi.org/10.1137/21m1390578},
doi = {10.1137/21M1390578},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/CoxHKW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DickLS22,
author = {Josef Dick and
Marcello Longo and
Christoph Schwab},
title = {Extrapolated Polynomial Lattice Rule Integration in Computational
Uncertainty Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {2},
pages = {651--686},
year = {2022},
url = {https://doi.org/10.1137/20m1338137},
doi = {10.1137/20M1338137},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DickLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ElieDitCosaqueM22,
author = {K{\'{e}}vin Elie{-}Dit{-}Cosaque and
V{\'{e}}ronique Maume{-}Deschamps},
title = {Goal-Oriented Shapley Effects with Special Attention to the Quantile-Oriented
Case},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1037--1069},
year = {2022},
url = {https://doi.org/10.1137/21m1395247},
doi = {10.1137/21M1395247},
timestamp = {Sat, 25 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ElieDitCosaqueM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ErnstPS22,
author = {Oliver G. Ernst and
Alois Pichler and
Bj{\"{o}}rn Sprungk},
title = {Wasserstein Sensitivity of Risk and Uncertainty Propagation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {915--948},
year = {2022},
url = {https://doi.org/10.1137/20m1325459},
doi = {10.1137/20M1325459},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ErnstPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FrancomSK22,
author = {Devin Francom and
Bruno Sans{\'{o}} and
Ana Kupresanin},
title = {Landmark-Warped Emulators for Models with Misaligned Functional Response},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {125--150},
year = {2022},
url = {https://doi.org/10.1137/20m135279x},
doi = {10.1137/20M135279X},
timestamp = {Thu, 30 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/FrancomSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GilesS22,
author = {Michael B. Giles and
Oliver Sheridan{-}Methven},
title = {Analysis of Nested Multilevel Monte Carlo Using Approximate Normal
Random Variables},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {200--226},
year = {2022},
url = {https://doi.org/10.1137/21m1399385},
doi = {10.1137/21M1399385},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GilesS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GilpinMC22,
author = {Shay Gilpin and
Tomoko Matsuo and
Stephen E. Cohn},
title = {Continuum Covariance Propagation for Understanding Variance Loss in
Advective Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {3},
pages = {886--914},
year = {2022},
url = {https://doi.org/10.1137/21m1442449},
doi = {10.1137/21M1442449},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GilpinMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GroteMN22,
author = {Marcus J. Grote and
Simon Michel and
Fabio Nobile},
title = {Uncertainty Quantification by Multilevel Monte Carlo and Local Time-Stepping
for Wave Propagation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1601--1628},
year = {2022},
url = {https://doi.org/10.1137/21m1429047},
doi = {10.1137/21M1429047},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GroteMN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GuXW22,
author = {Mengyang Gu and
Fangzheng Xie and
Long Wang},
title = {A Theoretical Framework of the Scaled Gaussian Stochastic Process
in Prediction and Calibration},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1435--1460},
year = {2022},
url = {https://doi.org/10.1137/21m1409949},
doi = {10.1137/21M1409949},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/GuXW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HagemannHS22,
author = {Paul Hagemann and
Johannes Hertrich and
Gabriele Steidl},
title = {Stochastic Normalizing Flows for Inverse Problems: {A} Markov Chains
Viewpoint},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1162--1190},
year = {2022},
url = {https://doi.org/10.1137/21m1450604},
doi = {10.1137/21M1450604},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HagemannHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeSHKM22,
author = {Yuchen He and
Namjoon Suh and
Xiaoming Huo and
Sung Ha Kang and
Yajun Mei},
title = {Asymptotic Theory of {\textbackslash}({\textbackslash}boldsymbol {\textbackslash}ell
{\_}1{\textbackslash}) -Regularized {PDE} Identification from a Single
Noisy Trajectory},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1012--1036},
year = {2022},
url = {https://doi.org/10.1137/21m1398884},
doi = {10.1137/21M1398884},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HeSHKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuLY22,
author = {Mengqi Hu and
Yifei Lou and
Xiu Yang},
title = {A General Framework of Rotational Sparse Approximation in Uncertainty
Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1410--1434},
year = {2022},
url = {https://doi.org/10.1137/21m1391602},
doi = {10.1137/21M1391602},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/HuLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JahnkeS22,
author = {Tobias Jahnke and
Benny Stein},
title = {A Multilevel Stochastic Collocation Method for Schr{\"{o}}dinger
Equations with a Random Potential},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1753--1780},
year = {2022},
url = {https://doi.org/10.1137/21m1440517},
doi = {10.1137/21M1440517},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/JahnkeS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KatzfussGL22,
author = {Matthias Katzfuss and
Joseph Guinness and
Earl Lawrence},
title = {Scaled Vecchia Approximation for Fast Computer-Model Emulation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {2},
pages = {537--554},
year = {2022},
url = {https://doi.org/10.1137/20m1352156},
doi = {10.1137/20M1352156},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KatzfussGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KleinPR22,
author = {Thierry Klein and
Nicolas Peteilh and
Paul Rochet},
title = {Test Comparison for Sobol Indices over Nested Sets of Variables},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1586--1600},
year = {2022},
url = {https://doi.org/10.1137/21m1457370},
doi = {10.1137/21M1457370},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/KleinPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KouriJH22,
author = {Drew P. Kouri and
John D. Jakeman and
J. Gabriel Huerta},
title = {Risk-Adapted Optimal Experimental Design},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {2},
pages = {687--716},
year = {2022},
url = {https://doi.org/10.1137/20m1357615},
doi = {10.1137/20M1357615},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KouriJH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KouriS22,
author = {Drew P. Kouri and
Thomas M. Surowiec},
title = {Corrigendum: "Existence and Optimality Conditions for Risk-Averse
PDE-Constrained Optimization"},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1321--1322},
year = {2022},
url = {https://doi.org/10.1137/21m143251x},
doi = {10.1137/21M143251X},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KouriS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LanLS22,
author = {Shiwei Lan and
Shuyi Li and
Babak Shahbaba},
title = {Scaling Up Bayesian Uncertainty Quantification for Inverse Problems
Using Deep Neural Networks},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1684--1713},
year = {2022},
url = {https://doi.org/10.1137/21m1439456},
doi = {10.1137/21M1439456},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LanLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LawZ22,
author = {Kody J. H. Law and
Vitaly Zankin},
title = {Sparse Online Variational Bayesian Regression},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1070--1100},
year = {2022},
url = {https://doi.org/10.1137/21m1401188},
doi = {10.1137/21M1401188},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/LawZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiK22,
author = {Moyan Li and
Raed Kontar},
title = {On Negative Transfer and Structure of Latent Functions in Multioutput
Gaussian Processes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1714--1732},
year = {2022},
url = {https://doi.org/10.1137/21m1436816},
doi = {10.1137/21M1436816},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LiK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiW22,
author = {Peijun Li and
Xu Wang},
title = {An Inverse Random Source Problem for the Biharmonic Wave Equation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {949--974},
year = {2022},
url = {https://doi.org/10.1137/21m1429138},
doi = {10.1137/21M1429138},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LiW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LindseyWZ22,
author = {Michael Lindsey and
Jonathan Weare and
Anna Zhang},
title = {Ensemble Markov Chain Monte Carlo with Teleporting Walkers},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {3},
pages = {860--885},
year = {2022},
url = {https://doi.org/10.1137/21m1425062},
doi = {10.1137/21M1425062},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LindseyWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Minh22,
author = {H{\`{a}} Quang Minh},
title = {Finite Sample Approximations of Exact and Entropic Wasserstein Distances
Between Covariance Operators and Gaussian Processes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {96--124},
year = {2022},
url = {https://doi.org/10.1137/21m1410488},
doi = {10.1137/21M1410488},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Minh22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MohammadiCWG22,
author = {Hossein Mohammadi and
Peter G. Challenor and
Daniel B. Williamson and
Marc Goodfellow},
title = {Cross-Validation-based Adaptive Sampling for Gaussian Process Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {294--316},
year = {2022},
url = {https://doi.org/10.1137/21m1404260},
doi = {10.1137/21M1404260},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MohammadiCWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OughtonGH22,
author = {Rachel H. Oughton and
Michael Goldstein and
John C. P. Hemmings},
title = {Intermediate Variable Emulation: Using Internal Processes in Simulators
to Build More Informative Emulators},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {268--293},
year = {2022},
url = {https://doi.org/10.1137/20m1370902},
doi = {10.1137/20M1370902},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/OughtonGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PatilKH22,
author = {Pratik Patil and
Mikael Kuusela and
Jonathan Hobbs},
title = {Objective Frequentist Uncertainty Quantification for Atmospheric {\textbackslash}({\textbackslash}mathrm\{CO\}{\_}2{\textbackslash})
Retrievals},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {3},
pages = {827--859},
year = {2022},
url = {https://doi.org/10.1137/20m1356403},
doi = {10.1137/20M1356403},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PatilKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PhamG22,
author = {Trung Pham and
Alex A. Gorodetsky},
title = {Ensemble Approximate Control Variate Estimators: Applications to MultiFidelity
Importance Sampling},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1250--1292},
year = {2022},
url = {https://doi.org/10.1137/21m1390426},
doi = {10.1137/21M1390426},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PhamG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PortoneM22,
author = {Teresa Portone and
Robert D. Moser},
title = {Bayesian Inference of an Uncertain Generalized Diffusion Operator},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {151--178},
year = {2022},
url = {https://doi.org/10.1137/21m141659x},
doi = {10.1137/21M141659X},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PortoneM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RahmanJ22,
author = {Sharif Rahman and
Ramin Jahanbin},
title = {A Spline Dimensional Decomposition for Uncertainty Quantification
in High Dimensions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {404--438},
year = {2022},
url = {https://doi.org/10.1137/20m1364175},
doi = {10.1137/20M1364175},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RahmanJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RohrbachDGS22,
author = {Paul B. Rohrbach and
Sergey Dolgov and
Lars Grasedyck and
Robert Scheichl},
title = {Rank Bounds for Approximating Gaussian Densities in the Tensor-Train
Format},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1191--1224},
year = {2022},
url = {https://doi.org/10.1137/20m1314653},
doi = {10.1137/20M1314653},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RohrbachDGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RuzayqatEBCJK22,
author = {Hamza M. Ruzayqat and
Aimad Er{-}Raiy and
Alexandros Beskos and
Dan Crisan and
Ajay Jasra and
Nikolas Kantas},
title = {A Lagged Particle Filter for Stable Filtering of Certain High-Dimensional
State-Space Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1130--1161},
year = {2022},
url = {https://doi.org/10.1137/21m1450392},
doi = {10.1137/21M1450392},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RuzayqatEBCJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SalterWGE22,
author = {James M. Salter and
Daniel B. Williamson and
Lauren J. Gregoire and
Tamsin L. Edwards},
title = {Quantifying Spatio-Temporal Boundary Condition Uncertainty for the
North American Deglaciation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {2},
pages = {717--744},
year = {2022},
url = {https://doi.org/10.1137/21m1409135},
doi = {10.1137/21M1409135},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SalterWGE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Sanz-AlonsoY22,
author = {Daniel Sanz{-}Alonso and
Ruiyi Yang},
title = {Finite Element Representations of Gaussian Processes: Balancing Numerical
and Statistical Accuracy},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1323--1349},
year = {2022},
url = {https://doi.org/10.1137/21m144788x},
doi = {10.1137/21M144788X},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Sanz-AlonsoY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SawkoZ22,
author = {Robert Sawko and
Malgorzata J. Zimon},
title = {Effective Generation of Compressed Stationary Gaussian Fields},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {439--452},
year = {2022},
url = {https://doi.org/10.1137/20m1375541},
doi = {10.1137/20M1375541},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SawkoZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Scarabosio22,
author = {Laura Scarabosio},
title = {Deep Neural Network Surrogates for Nonsmooth Quantities of Interest
in Shape Uncertainty Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {975--1011},
year = {2022},
url = {https://doi.org/10.1137/21m1393078},
doi = {10.1137/21M1393078},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Scarabosio22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SharrockK22,
author = {Louis Sharrock and
Nikolas Kantas},
title = {Joint Online Parameter Estimation and Optimal Sensor Placement for
the Partially Observed Stochastic Advection-Diffusion Equation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {55--95},
year = {2022},
url = {https://doi.org/10.1137/20m1375073},
doi = {10.1137/20M1375073},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SharrockK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SousedikL22,
author = {Bedrich Soused{\'{\i}}k and
Kookjin Lee},
title = {Stochastic Galerkin Methods for Linear Stability Analysis of Systems
with Parametric Uncertainty},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1101--1129},
year = {2022},
url = {https://doi.org/10.1137/21m1415595},
doi = {10.1137/21M1415595},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SousedikL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SungBW22,
author = {Chih{-}Li Sung and
Beau David Barber and
Berkley J. Walker},
title = {Calibration of Inexact Computer Models with Heteroscedastic Errors},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1733--1752},
year = {2022},
url = {https://doi.org/10.1137/21m1417946},
doi = {10.1137/21M1417946},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SungBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/UribeBDHR22,
author = {Felipe Uribe and
Johnathan M. Bardsley and
Yiqiu Dong and
Per Christian Hansen and
Nicolai Andr{\'{e}} Brogaard Riis},
title = {A Hybrid Gibbs Sampler for Edge-Preserving Tomographic Reconstruction
with Uncertain View Angles},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {1293--1320},
year = {2022},
url = {https://doi.org/10.1137/21m1412268},
doi = {10.1137/21M1412268},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/UribeBDHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WagnerPU22,
author = {Fabian Wagner and
Iason Papaioannou and
Elisabeth Ullmann},
title = {The Ensemble Kalman Filter for Rare Event Estimation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {317--349},
year = {2022},
url = {https://doi.org/10.1137/21m1404119},
doi = {10.1137/21M1404119},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/WagnerPU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Wang22,
author = {Yan Wang},
title = {Penalized Projected Kernel Calibration for Computer Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1652--1683},
year = {2022},
url = {https://doi.org/10.1137/20m1387614},
doi = {10.1137/20M1387614},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Wang22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WangCL22,
author = {Yifei Wang and
Peng Chen and
Wuchen Li},
title = {Projected Wasserstein Gradient Descent for High-Dimensional Bayesian
Inference},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1513--1532},
year = {2022},
url = {https://doi.org/10.1137/21m1454018},
doi = {10.1137/21M1454018},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/WangCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WangYHW22,
author = {Wenjia Wang and
Xiaowei Yue and
Benjamin Haaland and
C. F. Jeff Wu},
title = {Gaussian Processes with Input Location Error and Applications to the
Composite Parts Assembly Process},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {2},
pages = {619--650},
year = {2022},
url = {https://doi.org/10.1137/20m1312447},
doi = {10.1137/20M1312447},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/WangYHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WilsonGD22,
author = {Amy L. Wilson and
Michael Goldstein and
Chris J. Dent},
title = {Varying Coefficient Models and Design Choice for Bayes Linear Emulation
of Complex Computer Models with Limited Model Evaluations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {1},
pages = {350--378},
year = {2022},
url = {https://doi.org/10.1137/20m1318560},
doi = {10.1137/20M1318560},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/WilsonGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZhangGS22,
author = {Jiahui Zhang and
Anne Gelb and
Theresa Scarnati},
title = {Empirical Bayesian Inference Using a Support Informed Prior},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {2},
pages = {745--774},
year = {2022},
url = {https://doi.org/10.1137/21m140794x},
doi = {10.1137/21M140794X},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ZhangGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZouKA22,
author = {Zilong Zou and
Drew P. Kouri and
Wilkins Aquino},
title = {A Locally Adapted Reduced-Basis Method for Solving Risk-Averse PDE-Constrained
Optimization Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1629--1651},
year = {2022},
url = {https://doi.org/10.1137/21m1411342},
doi = {10.1137/21M1411342},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ZouKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AbdellahLOP21,
author = {Amal Ben Abdellah and
Pierre L'Ecuyer and
Art B. Owen and
Florian Puchhammer},
title = {Density Estimation by Randomized Quasi-Monte Carlo},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {280--301},
year = {2021},
url = {https://doi.org/10.1137/19M1259213},
doi = {10.1137/19M1259213},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AbdellahLOP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AlexanderianPSS21,
author = {Alen Alexanderian and
Noemi Petra and
Georg Stadler and
Isaac Sunseri},
title = {Optimal Design of Large-scale Bayesian Linear Inverse Problems Under
Reducible Model Uncertainty: Good to Know What You Don't Know},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {163--184},
year = {2021},
url = {https://doi.org/10.1137/20M1347292},
doi = {10.1137/20M1347292},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AlexanderianPSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BardsleyC21,
author = {Johnathan M. Bardsley and
Tiangang Cui},
title = {Optimization-Based Markov Chain Monte Carlo Methods for Nonlinear
Hierarchical Statistical Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {29--64},
year = {2021},
url = {https://doi.org/10.1137/20M1318365},
doi = {10.1137/20M1318365},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BardsleyC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BelomestnyIMNS21,
author = {Denis Belomestny and
Leonid Iosipoi and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov},
title = {Variance Reduction for Dependent Sequences with Applications to Stochastic
Gradient {MCMC}},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {507--535},
year = {2021},
url = {https://doi.org/10.1137/19M1301199},
doi = {10.1137/19M1301199},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BelomestnyIMNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BespalovPR21,
author = {Alex Bespalov and
Dirk Praetorius and
Michele Ruggeri},
title = {Two-Level a Posteriori Error Estimation for Adaptive Multilevel Stochastic
Galerkin Finite Element Method},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {1184--1216},
year = {2021},
url = {https://doi.org/10.1137/20M1342586},
doi = {10.1137/20M1342586},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BespalovPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BirmpaK21,
author = {Panagiota Birmpa and
Markos A. Katsoulakis},
title = {Uncertainty Quantification for Markov Random Fields},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1457--1498},
year = {2021},
url = {https://doi.org/10.1137/20M1374614},
doi = {10.1137/20M1374614},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BirmpaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BlanchardS21,
author = {Antoine Blanchard and
Themistoklis P. Sapsis},
title = {Output-Weighted Optimal Sampling for Bayesian Experimental Design
and Uncertainty Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {564--592},
year = {2021},
url = {https://doi.org/10.1137/20M1347486},
doi = {10.1137/20M1347486},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BlanchardS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BranickiU21,
author = {Michal Branicki and
Kenneth Uda},
title = {Lagrangian Uncertainty Quantification and Information Inequalities
for Stochastic Flows},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {1242--1313},
year = {2021},
url = {https://doi.org/10.1137/19M1263133},
doi = {10.1137/19M1263133},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BranickiU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BravermanHTG21,
author = {Amy Braverman and
Jonathan Hobbs and
Joaquim Teixeira and
Michael Gunson},
title = {Post hoc Uncertainty Quantification for Remote Sensing Observing Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {1064--1093},
year = {2021},
url = {https://doi.org/10.1137/19M1304283},
doi = {10.1137/19M1304283},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BravermanHTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BrotoBDM21,
author = {Baptiste Broto and
Fran{\c{c}}ois Bachoc and
Marine Depecker and
Jean{-}Marc Martinez},
title = {Gaussian Linear Approximation for the Estimation of the Shapley Effects},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {1132--1151},
year = {2021},
url = {https://doi.org/10.1137/20M1342884},
doi = {10.1137/20M1342884},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BrotoBDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChadaFJLV21,
author = {Neil K. Chada and
Jordan Franks and
Ajay Jasra and
Kody J. H. Law and
Matti Vihola},
title = {Unbiased Inference for Discretely Observed Hidden Markov Model Diffusions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {763--787},
year = {2021},
url = {https://doi.org/10.1137/20M131549X},
doi = {10.1137/20M131549X},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ChadaFJLV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChenG21,
author = {Peng Chen and
Omar Ghattas},
title = {Taylor Approximation for Chance Constrained Optimization Problems
Governed by Partial Differential Equations with High-Dimensional Random
Parameters},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1381--1410},
year = {2021},
url = {https://doi.org/10.1137/20M1381381},
doi = {10.1137/20M1381381},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChenG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CockayneD21,
author = {Jonathan Cockayne and
Andrew B. Duncan},
title = {Probabilistic Gradients for Fast Calibration of Differential Equation
Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1643--1672},
year = {2021},
url = {https://doi.org/10.1137/20M1364424},
doi = {10.1137/20M1364424},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/CockayneD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DetteZ21,
author = {Holger Dette and
Anatoly A. Zhigljavsky},
title = {Reproducing Kernel Hilbert Spaces, Polynomials, and the Classical
Moment Problem},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1589--1614},
year = {2021},
url = {https://doi.org/10.1137/21M1394965},
doi = {10.1137/21M1394965},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DetteZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Djurdjevac21,
author = {Ana Djurdjevac},
title = {Linear Parabolic Problems in Random Moving Domains},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {848--879},
year = {2021},
url = {https://doi.org/10.1137/19M1284889},
doi = {10.1137/19M1284889},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Djurdjevac21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DobsonLZ21,
author = {Matthew Dobson and
Yao Li and
Jiayu Zhai},
title = {Using Coupling Methods to Estimate Sample Quality of Stochastic Differential
Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {135--162},
year = {2021},
url = {https://doi.org/10.1137/20M1312009},
doi = {10.1137/20M1312009},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DobsonLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DrovandiNP21,
author = {Christopher C. Drovandi and
David J. Nott and
Daniel Edward Pagendam},
title = {A Semiautomatic Method for History Matching Using Sequential Monte
Carlo},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {1034--1063},
year = {2021},
url = {https://doi.org/10.1137/19M1286694},
doi = {10.1137/19M1286694},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DrovandiNP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DunlopY21,
author = {Matthew M. Dunlop and
Yunan Yang},
title = {Stability of Gibbs Posteriors from the Wasserstein Loss for Bayesian
Full Waveform Inversion},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1499--1526},
year = {2021},
url = {https://doi.org/10.1137/20M1334218},
doi = {10.1137/20M1334218},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DunlopY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/EasleyB21,
author = {Deanna Easley and
Tyrus Berry},
title = {A Higher Order Unscented Transform},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {1094--1131},
year = {2021},
url = {https://doi.org/10.1137/20M135546X},
doi = {10.1137/20M135546X},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/EasleyB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/EttehadF21,
author = {Mahmood Ettehad and
Simon Foucart},
title = {Instances of Computational Optimal Recovery: Dealing with Observation
Errors},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1438--1456},
year = {2021},
url = {https://doi.org/10.1137/20M1328476},
doi = {10.1137/20M1328476},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/EttehadF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FangG21,
author = {Wei Fang and
Mike B. Giles},
title = {Importance Sampling for Pathwise Sensitivity of Stochastic Chaotic
Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {1217--1241},
year = {2021},
url = {https://doi.org/10.1137/20M1352454},
doi = {10.1137/20M1352454},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/FangG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FortKL21,
author = {Jean{-}Claude Fort and
Thierry Klein and
Agn{\`{e}}s Lagnoux},
title = {Global Sensitivity Analysis and Wasserstein Spaces},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {880--921},
year = {2021},
url = {https://doi.org/10.1137/20M1354957},
doi = {10.1137/20M1354957},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/FortKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GaneshKS21,
author = {Mahadevan Ganesh and
Frances Y. Kuo and
Ian H. Sloan},
title = {Quasi-Monte Carlo Finite Element Analysis for Wave Propagation in
Heterogeneous Random Media},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {106--134},
year = {2021},
url = {https://doi.org/10.1137/20M1334164},
doi = {10.1137/20M1334164},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/GaneshKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GuthKKSS21,
author = {Philipp A. Guth and
Vesa Kaarnioja and
Frances Y. Kuo and
Claudia Schillings and
Ian H. Sloan},
title = {A Quasi-Monte Carlo Method for Optimal Control Under Uncertainty},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {354--383},
year = {2021},
url = {https://doi.org/10.1137/19M1294952},
doi = {10.1137/19M1294952},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/GuthKKSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HadjiS21,
author = {Amine Hadji and
Botond Szab{\'{o}}},
title = {Can We Trust Bayesian Uncertainty Quantification from Gaussian Process
Priors with Squared Exponential Covariance Kernel?},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {185--230},
year = {2021},
url = {https://doi.org/10.1137/19M1253010},
doi = {10.1137/19M1253010},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HadjiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HaoZ21,
author = {Zhaopeng Hao and
Zhongqiang Zhang},
title = {Numerical Approximation of Optimal Convergence for Fractional Elliptic
Equations with Additive Fractional Gaussian Noise},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {1013--1033},
year = {2021},
url = {https://doi.org/10.1137/20M1374286},
doi = {10.1137/20M1374286},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/HaoZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HoangQS21,
author = {Viet Ha Hoang and
Jia Hao Quek and
Christoph Schwab},
title = {Multilevel Markov Chain Monte Carlo for Bayesian Inversion of Parabolic
Partial Differential Equations under Gaussian Prior},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {384--419},
year = {2021},
url = {https://doi.org/10.1137/20M1354714},
doi = {10.1137/20M1354714},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HoangQS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuPW21,
author = {Jingwei Hu and
Lorenzo Pareschi and
Yubo Wang},
title = {Uncertainty Quantification for the {BGK} Model of the Boltzmann Equation
Using Multilevel Variance Reduced Monte Carlo Methods},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {650--680},
year = {2021},
url = {https://doi.org/10.1137/20M1331846},
doi = {10.1137/20M1331846},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HuPW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JadambaKSST21,
author = {Baasansuren Jadamba and
Akhtar A. Khan and
Miguel Sama and
Hans{-}J{\"{o}}rg Starkloff and
Christiane Tammer},
title = {A Convex Optimization Framework for the Inverse Problem of Identifying
a Random Parameter in a Stochastic Partial Differential Equation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {922--952},
year = {2021},
url = {https://doi.org/10.1137/20M1323953},
doi = {10.1137/20M1323953},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/JadambaKSST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JinZZ21,
author = {Bangti Jin and
Zehui Zhou and
Jun Zou},
title = {On the Saturation Phenomenon of Stochastic Gradient Descent for Linear
Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1553--1588},
year = {2021},
url = {https://doi.org/10.1137/20M1374456},
doi = {10.1137/20M1374456},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/JinZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KoleyRS21,
author = {Ujjwal Koley and
Deep Ray and
Tanmay Sarkar},
title = {Multilevel Monte Carlo Finite Difference Methods for Fractional Conservation
Laws with Random Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {65--105},
year = {2021},
url = {https://doi.org/10.1137/19M1279447},
doi = {10.1137/19M1279447},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KoleyRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiHOPF21,
author = {Wenyu Li and
Arun Hegde and
James Oreluk and
Andrew K. Packard and
Michael Frenklach},
title = {Representing Model Discrepancy in Bound-to-Bound Data Collaboration},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {231--259},
year = {2021},
url = {https://doi.org/10.1137/19M1270185},
doi = {10.1137/19M1270185},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LiHOPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LuNW21,
author = {Shuai Lu and
Pingping Niu and
Frank Werner},
title = {On the Asymptotical Regularization for Linear Inverse Problems in
Presence of White Noise},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {1--28},
year = {2021},
url = {https://doi.org/10.1137/20M1330841},
doi = {10.1137/20M1330841},
timestamp = {Fri, 30 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LuNW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LuciniLP21,
author = {Mar{\'{\i}}a Magdalena Lucini and
Peter Jan van Leeuwen and
Manuel Pulido},
title = {Model Error Estimation Using the Expectation Maximization Algorithm
and a Particle Flow Filter},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {681--707},
year = {2021},
url = {https://doi.org/10.1137/19M1297300},
doi = {10.1137/19M1297300},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LuciniLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LuthenMS21,
author = {Nora L{\"{u}}then and
Stefano Marelli and
Bruno Sudret},
title = {Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {593--649},
year = {2021},
url = {https://doi.org/10.1137/20M1315774},
doi = {10.1137/20M1315774},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LuthenMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MartinN21,
author = {Matthieu Martin and
Fabio Nobile},
title = {PDE-Constrained Optimal Control Problems with Uncertain Parameters
using {SAGA}},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {979--1012},
year = {2021},
url = {https://doi.org/10.1137/18M1224076},
doi = {10.1137/18M1224076},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MartinN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MatsudaM21,
author = {Takeru Matsuda and
Yuto Miyatake},
title = {Estimation of Ordinary Differential Equation Models with Discretization
Error Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {302--331},
year = {2021},
url = {https://doi.org/10.1137/19M1278405},
doi = {10.1137/19M1278405},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MatsudaM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Mazo21,
author = {Gildas Mazo},
title = {A Trade-Off Between Explorations and Repetitions for Estimators of
Two Global Sensitivity Indices in Stochastic Models Induced by Probability
Measures},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1673--1713},
year = {2021},
url = {https://doi.org/10.1137/19M1272706},
doi = {10.1137/19M1272706},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Mazo21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MingG21,
author = {Deyu Ming and
Serge Guillas},
title = {Linked Gaussian Process Emulation for Systems of Computer Models Using
Mat{\'{e}}rn Kernels and Adaptive Design},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1615--1642},
year = {2021},
url = {https://doi.org/10.1137/20M1323771},
doi = {10.1137/20M1323771},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/MingG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OmreR21,
author = {Henning Omre and
Kjartan Rimstad},
title = {Bayesian Spatial Inversion and Conjugate Selection Gaussian Prior
Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {420--445},
year = {2021},
url = {https://doi.org/10.1137/19M1302995},
doi = {10.1137/19M1302995},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/OmreR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OwenH21,
author = {Art B. Owen and
Christopher R. Hoyt},
title = {Efficient Estimation of the {ANOVA} Mean Dimension, with an Application
to Neural Net Classification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {708--730},
year = {2021},
url = {https://doi.org/10.1137/20M1350236},
doi = {10.1137/20M1350236},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/OwenH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PatelO21,
author = {Dhruv V. Patel and
Assad A. Oberai},
title = {GAN-Based Priors for Quantifying Uncertainty in Supervised Learning},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {1314--1343},
year = {2021},
url = {https://doi.org/10.1137/20M1354210},
doi = {10.1137/20M1354210},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/PatelO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PlischkeRB21,
author = {Elmar Plischke and
Giovanni Rabitti and
Emanuele Borgonovo},
title = {Computing Shapley Effects for Sensitivity Analysis},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1411--1437},
year = {2021},
url = {https://doi.org/10.1137/19M1304738},
doi = {10.1137/19M1304738},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/PlischkeRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PrescottB21,
author = {Thomas P. Prescott and
Ruth E. Baker},
title = {Multifidelity Approximate Bayesian Computation with Sequential Monte
Carlo Parameter Sampling},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {788--817},
year = {2021},
url = {https://doi.org/10.1137/20M1316160},
doi = {10.1137/20M1316160},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PrescottB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RaoA21,
author = {Vishwas Rao and
Mihai Anitescu},
title = {Efficient Computation of Extreme Excursion Probabilities for Dynamical
Systems through Rice's Formula},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {731--762},
year = {2021},
url = {https://doi.org/10.1137/19M1308177},
doi = {10.1137/19M1308177},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RaoA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ReichW21,
author = {Sebastian Reich and
Simon Weissmann},
title = {Fokker-Planck Particle Systems for Bayesian Inference: Computational
Approaches},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {446--482},
year = {2021},
url = {https://doi.org/10.1137/19M1303162},
doi = {10.1137/19M1303162},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ReichW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ResseguierPMC21,
author = {Valentin Resseguier and
Agustin M. Picard and
{\'{E}}tienne M{\'{e}}min and
Bertrand Chapron},
title = {Quantifying Truncation-Related Uncertainties in Unsteady Fluid Dynamics
Reduced Order Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {1152--1183},
year = {2021},
url = {https://doi.org/10.1137/19M1354819},
doi = {10.1137/19M1354819},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ResseguierPMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SchadenU21,
author = {Daniel Schaden and
Elisabeth Ullmann},
title = {Asymptotic Analysis of Multilevel Best Linear Unbiased Estimators},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {3},
pages = {953--978},
year = {2021},
url = {https://doi.org/10.1137/20M1321607},
doi = {10.1137/20M1321607},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/SchadenU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SinsbeckCN21,
author = {Michael Sinsbeck and
Emily Cooke and
Wolfgang Nowak},
title = {Sequential Design of Computer Experiments for the Computation of Bayesian
Model Evidence},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {1},
pages = {260--279},
year = {2021},
url = {https://doi.org/10.1137/20M1320432},
doi = {10.1137/20M1320432},
timestamp = {Fri, 16 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SinsbeckCN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SunPHJ21,
author = {Wenbo Sun and
Matthew Plumlee and
Jingwen Hu and
Jionghua (Judy) Jin},
title = {Robust System Design with Limited Experimental Data and an Inexact
Simulation Model},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {483--506},
year = {2021},
url = {https://doi.org/10.1137/20M1316287},
doi = {10.1137/20M1316287},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SunPHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/UribePMS21,
author = {Felipe Uribe and
Iason Papaioannou and
Youssef M. Marzouk and
Daniel Straub},
title = {Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension
Reduction for Rare Event Simulation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {818--847},
year = {2021},
url = {https://doi.org/10.1137/20M1344585},
doi = {10.1137/20M1344585},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/UribePMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/XiaoMLD21,
author = {Qian Xiao and
Abhyuday Mandal and
C. Devon Lin and
Xinwei Deng},
title = {EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments
with Both Quantitative and Qualitative Factors},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {333--353},
year = {2021},
url = {https://doi.org/10.1137/19M1288462},
doi = {10.1137/19M1288462},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/XiaoMLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/XieLWZ21,
author = {Wei Xie and
Cheng Li and
Yuefeng Wu and
Pu Zhang},
title = {A Nonparametric Bayesian Framework for Uncertainty Quantification
in Stochastic Simulation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1527--1552},
year = {2021},
url = {https://doi.org/10.1137/20M1345517},
doi = {10.1137/20M1345517},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/XieLWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZhaoHY21,
author = {Weifeng Zhao and
Juntao Huang and
Wen{-}An Yong},
title = {Lattice Boltzmann Method for Stochastic Convection-Diffusion Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {536--563},
year = {2021},
url = {https://doi.org/10.1137/19M1270665},
doi = {10.1137/19M1270665},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ZhaoHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZhuS21,
author = {Xujia Zhu and
Bruno Sudret},
title = {Emulation of Stochastic Simulators Using Generalized Lambda Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {4},
pages = {1345--1380},
year = {2021},
url = {https://doi.org/10.1137/20M1337302},
doi = {10.1137/20M1337302},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ZhuS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AbdulleB20,
author = {Assyr Abdulle and
Andrea Di Blasio},
title = {A Bayesian Numerical Homogenization Method for Elliptic Multiscale
Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {414--450},
year = {2020},
url = {https://doi.org/10.1137/18M1187891},
doi = {10.1137/18M1187891},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AbdulleB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AylwinJSZ20,
author = {Rub{\'{e}}n Aylwin and
Carlos Jerez{-}Hanckes and
Christoph Schwab and
Jakob Zech},
title = {Domain Uncertainty Quantification in Computational Electromagnetics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {301--341},
year = {2020},
url = {https://doi.org/10.1137/19M1239374},
doi = {10.1137/19M1239374},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AylwinJSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BirrellR20,
author = {Jeremiah Birrell and
Luc Rey{-}Bellet},
title = {Uncertainty Quantification for Markov Processes via Variational Principles
and Functional Inequalities},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {539--572},
year = {2020},
url = {https://doi.org/10.1137/19M1237429},
doi = {10.1137/19M1237429},
timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BirrellR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BorggaardGK20,
author = {Jeff Borggaard and
Nathan E. Glatt{-}Holtz and
Justin Krometis},
title = {A Bayesian Approach to Estimating Background Flows from a Passive
Scalar},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {1036--1060},
year = {2020},
url = {https://doi.org/10.1137/19M1267544},
doi = {10.1137/19M1267544},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BorggaardGK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BosSBB20,
author = {Laurent M. M. van den Bos and
Benjamin Sanderse and
Wim Bierbooms and
Gerard J. W. van Bussel},
title = {Generating Nested Quadrature Rules with Positive Weights based on
Arbitrary Sample Sets},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {139--169},
year = {2020},
url = {https://doi.org/10.1137/18M1213373},
doi = {10.1137/18M1213373},
timestamp = {Fri, 19 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BosSBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BrotoBD20,
author = {Baptiste Broto and
Fran{\c{c}}ois Bachoc and
Marine Depecker},
title = {Variance Reduction for Estimation of Shapley Effects and Adaptation
to Unknown Input Distribution},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {693--716},
year = {2020},
url = {https://doi.org/10.1137/18M1234631},
doi = {10.1137/18M1234631},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BrotoBD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BulthuisPA20,
author = {Kevin Bulthuis and
Frank Pattyn and
Maarten Arnst},
title = {A Multifidelity Quantile-Based Approach for Confidence Sets of Random
Excursion Sets with Application to Ice-Sheet Dynamics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {860--890},
year = {2020},
url = {https://doi.org/10.1137/19M1280466},
doi = {10.1137/19M1280466},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BulthuisPA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Chen20,
author = {Nan Chen},
title = {An Information Criterion for Choosing Observation Locations in Data
Assimilation and Prediction},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1548--1573},
year = {2020},
url = {https://doi.org/10.1137/19M1278235},
doi = {10.1137/19M1278235},
timestamp = {Thu, 07 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Chen20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ConstantinescuP20,
author = {Emil M. Constantinescu and
No{\'{e}}mi Petra and
Julie Bessac and
Cosmin G. Petra},
title = {Statistical Treatment of Inverse Problems Constrained by Differential
Equations-Based Models with Stochastic Terms},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {170--197},
year = {2020},
url = {https://doi.org/10.1137/18M122073X},
doi = {10.1137/18M122073X},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ConstantinescuP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CotterCHPS20,
author = {Colin J. Cotter and
Dan Crisan and
Darryl D. Holm and
Wei Pan and
Igor Shevchenko},
title = {A Particle Filter for Stochastic Advection by Lie Transport: {A} Case
Study for the Damped and Forced Incompressible Two-Dimensional Euler
Equation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1446--1492},
year = {2020},
url = {https://doi.org/10.1137/19M1277606},
doi = {10.1137/19M1277606},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/CotterCHPS20.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/juq/CrepeyFGS20,
author = {St{\'{e}}phane Cr{\'{e}}pey and
Gersende Fort and
Emmanuel Gobet and
Uladzislau Stazhynski},
title = {Uncertainty Quantification for Stochastic Approximation Limits Using
Chaos Expansion},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {1061--1089},
year = {2020},
url = {https://doi.org/10.1137/18M1178517},
doi = {10.1137/18M1178517},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/CrepeyFGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CrisanLM20,
author = {Dan Crisan and
Alberto L{\'{o}}pez{-}Yela and
Joaqu{\'{\i}}n M{\'{\i}}guez},
title = {Stable Approximation Schemes for Optimal Filters},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {483--509},
year = {2020},
url = {https://doi.org/10.1137/19M1255410},
doi = {10.1137/19M1255410},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/CrisanLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DinnerTKW20,
author = {Aaron R. Dinner and
Erik H. Thiede and
Brian Van Koten and
Jonathan Weare},
title = {Stratification as a General Variance Reduction Method for Markov Chain
Monte Carlo},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {1139--1188},
year = {2020},
url = {https://doi.org/10.1137/18M122964X},
doi = {10.1137/18M122964X},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DinnerTKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DitkowskiFS20,
author = {Adi Ditkowski and
Gadi Fibich and
Amir Sagiv},
title = {Density Estimation in Uncertainty Propagation Problems Using a Surrogate
Model},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {261--300},
year = {2020},
url = {https://doi.org/10.1137/18M1205959},
doi = {10.1137/18M1205959},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DitkowskiFS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Dolz20,
author = {J{\"{u}}rgen D{\"{o}}lz},
title = {A Higher Order Perturbation Approach for Electromagnetic Scattering
Problems on Random Domains},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {748--774},
year = {2020},
url = {https://doi.org/10.1137/19M1274365},
doi = {10.1137/19M1274365},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Dolz20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/EigelMM20,
author = {Martin Eigel and
Manuel Marschall and
Michael D. Multerer},
title = {An Adaptive Stochastic Galerkin Tensor Train Discretization for Randomly
Perturbed Domains},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {1189--1214},
year = {2020},
url = {https://doi.org/10.1137/19M1246080},
doi = {10.1137/19M1246080},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/EigelMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FillionBGGS20,
author = {Anthony Fillion and
Marc Bocquet and
Serge Gratton and
Selime G{\"{u}}rol and
Pavel Sakov},
title = {An Iterative Ensemble Kalman Smoother in Presence of Additive Model
Error},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {198--228},
year = {2020},
url = {https://doi.org/10.1137/19M1244147},
doi = {10.1137/19M1244147},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/FillionBGGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GiordanoK20,
author = {Matteo Giordano and
Hanne Kekkonen},
title = {Bernstein-von Mises Theorems and Uncertainty Quantification for Linear
Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {342--373},
year = {2020},
url = {https://doi.org/10.1137/18M1226269},
doi = {10.1137/18M1226269},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GiordanoK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HarlimSY20,
author = {John Harlim and
Daniel Sanz{-}Alonso and
Ruiyi Yang},
title = {Kernel Methods for Bayesian Elliptic Inverse Problems on Manifolds},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1414--1445},
year = {2020},
url = {https://doi.org/10.1137/19M1295222},
doi = {10.1137/19M1295222},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/HarlimSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Heas20,
author = {Patrick H{\'{e}}as},
title = {Selecting Reduced Models in the Cross-Entropy Method},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {511--538},
year = {2020},
url = {https://doi.org/10.1137/18M1192500},
doi = {10.1137/18M1192500},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Heas20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeinkenschlossK20,
author = {Matthias Heinkenschloss and
Boris Kramer and
Timur Takhtaganov},
title = {Adaptive Reduced-Order Model Construction for Conditional Value-at-Risk
Estimation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {668--692},
year = {2020},
url = {https://doi.org/10.1137/19M1257433},
doi = {10.1137/19M1257433},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HeinkenschlossK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HironakaGGT20,
author = {Tomohiko Hironaka and
Michael B. Giles and
Takashi Goda and
Howard Thom},
title = {Multilevel Monte Carlo Estimation of the Expected Value of Sample
Information},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {1236--1259},
year = {2020},
url = {https://doi.org/10.1137/19M1284981},
doi = {10.1137/19M1284981},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HironakaGGT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HungML20,
author = {Ying{-}Chao Hung and
George Michailidis and
Horace PakHai Lok},
title = {Locating Infinite Discontinuities in Computer Experiments},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {717--747},
year = {2020},
url = {https://doi.org/10.1137/18M1209076},
doi = {10.1137/18M1209076},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HungML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KarvonenWTOS20,
author = {Toni Karvonen and
George Wynne and
Filip Tronarp and
Chris J. Oates and
Simo S{\"{a}}rkk{\"{a}}},
title = {Maximum Likelihood Estimation and Uncertainty Quantification for Gaussian
Process Approximation of Deterministic Functions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {926--958},
year = {2020},
url = {https://doi.org/10.1137/20M1315968},
doi = {10.1137/20M1315968},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/KarvonenWTOS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KubinovaP20,
author = {Marie Kub{\'{\i}}nov{\'{a}} and
Ivana Pultarov{\'{a}}},
title = {Block Preconditioning of Stochastic Galerkin Problems: New Two-sided
Guaranteed Spectral Bounds},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {88--113},
year = {2020},
url = {https://doi.org/10.1137/19M125902X},
doi = {10.1137/19M125902X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/KubinovaP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Latz20,
author = {Jonas Latz},
title = {On the Well-posedness of Bayesian Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {451--482},
year = {2020},
url = {https://doi.org/10.1137/19M1247176},
doi = {10.1137/19M1247176},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Latz20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiLS20,
author = {Qin Li and
Jian{-}Guo Liu and
Ruiwen Shu},
title = {Sensitivity Analysis of Burgers' Equation with Shocks},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1493--1521},
year = {2020},
url = {https://doi.org/10.1137/18M1211763},
doi = {10.1137/18M1211763},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/LiLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Ma20,
author = {Pulong Ma},
title = {Objective Bayesian Analysis of a Cokriging Model for Hierarchical
Multifidelity Codes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1358--1382},
year = {2020},
url = {https://doi.org/10.1137/19M1289893},
doi = {10.1137/19M1289893},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Ma20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MignoletS20,
author = {Marc Mignolet and
Christian Soize},
title = {Compressed Principal Component Analysis of Non-Gaussian Vectors},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1261--1286},
year = {2020},
url = {https://doi.org/10.1137/20M1322029},
doi = {10.1137/20M1322029},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/MignoletS20.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/MukherjeeRSSP20,
author = {Arpan Mukherjee and
Rahul Rai and
Puneet Singla and
Tarunraj Singh and
Abani K. Patra},
title = {Overlapping Clustering Based Technique for Scalable Uncertainty Quantification
in Physical Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {827--859},
year = {2020},
url = {https://doi.org/10.1137/18M1200567},
doi = {10.1137/18M1200567},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/MukherjeeRSSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/NicklGW20,
author = {Richard Nickl and
Sara A. van de Geer and
Sven Wang},
title = {Convergence Rates for Penalized Least Squares Estimators in {PDE}
Constrained Regression Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {374--413},
year = {2020},
url = {https://doi.org/10.1137/18M1236137},
doi = {10.1137/18M1236137},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/NicklGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OsthusHKPS20,
author = {Dave Osthus and
Jeffrey D. Hyman and
Satish Karra and
Nishant Panda and
Gowri Srinivasan},
title = {A Probabilistic Clustering Approach for Identifying Primary Subnetworks
of Discrete Fracture Networks with Quantified Uncertainty},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {573--600},
year = {2020},
url = {https://doi.org/10.1137/19M1279265},
doi = {10.1137/19M1279265},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/OsthusHKPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PemberyS20,
author = {Owen R. Pembery and
Euan A. Spence},
title = {The Helmholtz Equation in Random Media: Well-Posedness and {A} Priori
Bounds},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {58--87},
year = {2020},
url = {https://doi.org/10.1137/18M119327X},
doi = {10.1137/18M119327X},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PemberyS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PrescottB20,
author = {Thomas P. Prescott and
Ruth E. Baker},
title = {Multifidelity Approximate Bayesian Computation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {114--138},
year = {2020},
url = {https://doi.org/10.1137/18M1229742},
doi = {10.1137/18M1229742},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PrescottB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PronzatoZ20,
author = {Luc Pronzato and
Anatoly Zhigljavsky},
title = {Bayesian Quadrature, Energy Minimization, and Space-Filling Design},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {959--1011},
year = {2020},
url = {https://doi.org/10.1137/18M1210332},
doi = {10.1137/18M1210332},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/PronzatoZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Rahman20,
author = {Sharif Rahman},
title = {A Spline Chaos Expansion},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {27--57},
year = {2020},
url = {https://doi.org/10.1137/19M1239702},
doi = {10.1137/19M1239702},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Rahman20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RenV20,
author = {Kui Ren and
Sarah Vall{\'{e}}lian},
title = {Characterizing Impacts of Model Uncertainties in Quantitative Photoacoustics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {636--667},
year = {2020},
url = {https://doi.org/10.1137/18M1231341},
doi = {10.1137/18M1231341},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RenV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RoustantPDCPGW20,
author = {Olivier Roustant and
Esperan Padonou and
Yves Deville and
Alo{\"{\i}}s Cl{\'{e}}ment and
Guillaume Perrin and
Jean Giorla and
Henry P. Wynn},
title = {Group Kernels for Gaussian Process Metamodels with Categorical Inputs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {775--806},
year = {2020},
url = {https://doi.org/10.1137/18M1209386},
doi = {10.1137/18M1209386},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RoustantPDCPGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RumseyHBH20,
author = {Kellin Rumsey and
Gabriel Huerta and
Justin Brown and
Lauren Hund},
title = {Dealing with Measurement Uncertainties as Nuisance Parameters in Bayesian
Model Calibration},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1287--1309},
year = {2020},
url = {https://doi.org/10.1137/19M1283707},
doi = {10.1137/19M1283707},
timestamp = {Thu, 07 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/RumseyHBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SchadenU20,
author = {Daniel Schaden and
Elisabeth Ullmann},
title = {On Multilevel Best Linear Unbiased Estimators},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {601--635},
year = {2020},
url = {https://doi.org/10.1137/19M1263534},
doi = {10.1137/19M1263534},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SchadenU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SeverinoC20,
author = {Gerardo Severino and
Salvatore Cuomo},
title = {Uncertainty Quantification of Unsteady Flows Generated by Line-Sources
Through Heterogeneous Geological Formations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {807--825},
year = {2020},
url = {https://doi.org/10.1137/19M1288966},
doi = {10.1137/19M1288966},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SeverinoC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Spiliopoulos20,
author = {Konstantinos Spiliopoulos},
title = {Information Geometry for Approximate Bayesian Computation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {229--260},
year = {2020},
url = {https://doi.org/10.1137/18M123284X},
doi = {10.1137/18M123284X},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Spiliopoulos20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TaghvaeiMM20,
author = {Amirhossein Taghvaei and
Prashant G. Mehta and
Sean P. Meyn},
title = {Diffusion Map-based Algorithm for Gain Function Approximation in the
Feedback Particle Filter},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {1090--1117},
year = {2020},
url = {https://doi.org/10.1137/19M124513X},
doi = {10.1137/19M124513X},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/TaghvaeiMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Tan20,
author = {Matthias H. Y. Tan},
title = {Bayesian Optimization of Expected Quadratic Loss for Multiresponse
Computer Experiments with Internal Noise},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {891--925},
year = {2020},
url = {https://doi.org/10.1137/19M1272676},
doi = {10.1137/19M1272676},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Tan20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Teckentrup20,
author = {Aretha L. Teckentrup},
title = {Convergence of Gaussian Process Regression with Estimated Hyper-Parameters
and Applications in Bayesian Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1310--1337},
year = {2020},
url = {https://doi.org/10.1137/19M1284816},
doi = {10.1137/19M1284816},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Teckentrup20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TuoWW20,
author = {Rui Tuo and
Yan Wang and
C. F. Jeff Wu},
title = {On the Improved Rates of Convergence for Mat{\'{e}}rn-Type Kernel
Ridge Regression with Application to Calibration of Computer Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1522--1547},
year = {2020},
url = {https://doi.org/10.1137/19M1304222},
doi = {10.1137/19M1304222},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/TuoWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/VolodinaW20,
author = {Victoria Volodina and
Daniel B. Williamson},
title = {Diagnostics-Driven Nonstationary Emulators Using Kernel Mixtures},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {1},
pages = {1--26},
year = {2020},
url = {https://doi.org/10.1137/19M124438X},
doi = {10.1137/19M124438X},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/VolodinaW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WenWLL20,
author = {Linjie Wen and
Jiangqi Wu and
Linjun Lu and
Jinglai Li},
title = {A Defensive Marginal Particle Filtering Method for Data Assimilation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {1215--1235},
year = {2020},
url = {https://doi.org/10.1137/19M1237430},
doi = {10.1137/19M1237430},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/WenWLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/YangWT20,
author = {Lun Yang and
Peng Wang and
Daniel M. Tartakovsky},
title = {Resource-Constrained Model Selection for Uncertainty Propagation and
Data Assimilation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {3},
pages = {1118--1138},
year = {2020},
url = {https://doi.org/10.1137/19M1263376},
doi = {10.1137/19M1263376},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/YangWT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/YuZAJ20,
author = {Yang Yu and
Ning Zhang and
Daniel W. Apley and
Wenxin Jiang},
title = {Including a Nugget Effect in Lifted Brownian Covariance Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {4},
pages = {1338--1357},
year = {2020},
url = {https://doi.org/10.1137/19M1255252},
doi = {10.1137/19M1255252},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/YuZAJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Adelmann19,
author = {Andreas Adelmann},
title = {On Nonintrusive Uncertainty Quantification and Surrogate Model Construction
in Particle Accelerator Modeling},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {383--416},
year = {2019},
url = {https://doi.org/10.1137/16M1061928},
doi = {10.1137/16M1061928},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Adelmann19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Aristoff19,
author = {David Aristoff},
title = {Generalizing Parallel Replica Dynamics: Trajectory Fragments, Asynchronous
Computing, and PDMPs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {685--719},
year = {2019},
url = {https://doi.org/10.1137/18M1177792},
doi = {10.1137/18M1177792},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Aristoff19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AyiF19,
author = {Nathalie Ayi and
Erwan Faou},
title = {Analysis of an Asymptotic Preserving Scheme for Stochastic Linear
Kinetic Equations in the Diffusion Limit},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {760--785},
year = {2019},
url = {https://doi.org/10.1137/18M1175641},
doi = {10.1137/18M1175641},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AyiF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BarelV19,
author = {Andreas Van Barel and
Stefan Vandewalle},
title = {Robust Optimization of PDEs with Random Coefficients Using a Multilevel
Monte Carlo Method},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {174--202},
year = {2019},
url = {https://doi.org/10.1137/17M1155892},
doi = {10.1137/17M1155892},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BarelV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CerouDGR19,
author = {Fr{\'{e}}d{\'{e}}ric C{\'{e}}rou and
Bernard Delyon and
Arnaud Guyader and
Mathias Rousset},
title = {On the Asymptotic Normality of Adaptive Multilevel Splitting},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {1--30},
year = {2019},
url = {https://doi.org/10.1137/18M1187477},
doi = {10.1137/18M1187477},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/CerouDGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ClasonHKP19,
author = {Christian Clason and
Tapio Helin and
Remo Kretschmann and
Petteri Piiroinen},
title = {Generalized Modes in Bayesian Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {652--684},
year = {2019},
url = {https://doi.org/10.1137/18M1191804},
doi = {10.1137/18M1191804},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ClasonHKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ColemanLSWMK19,
author = {Kayla D. Coleman and
Allison Lewis and
Ralph C. Smith and
Brian Williams and
Max D. Morris and
Bassam Khuwaileh},
title = {Gradient-Free Construction of Active Subspaces for Dimension Reduction
in Complex Models with Applications to Neutronics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {117--142},
year = {2019},
url = {https://doi.org/10.1137/16M1075119},
doi = {10.1137/16M1075119},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ColemanLSWMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CotterCR19,
author = {Colin J. Cotter and
Simon L. Cotter and
Paul T. Russell},
title = {Ensemble Transport Adaptive Importance Sampling},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {444--471},
year = {2019},
url = {https://doi.org/10.1137/17M1114867},
doi = {10.1137/17M1114867},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/CotterCR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DasguptaG19,
author = {Agnimitra Dasgupta and
Debraj Ghosh},
title = {Failure Probability Estimation of Linear Time Varying Systems by Progressive
Refinement of Reduced Order Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {1007--1028},
year = {2019},
url = {https://doi.org/10.1137/18M1165840},
doi = {10.1137/18M1165840},
timestamp = {Tue, 15 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DasguptaG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DematteisGV19,
author = {Giovanni Dematteis and
Tobias Grafke and
Eric Vanden{-}Eijnden},
title = {Extreme Event Quantification in Dynamical Systems with Random Components},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {1029--1059},
year = {2019},
url = {https://doi.org/10.1137/18M1211003},
doi = {10.1137/18M1211003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DematteisGV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DetommasoDS19,
author = {Gianluca Detommaso and
Tim J. Dodwell and
Robert Scheichl},
title = {Continuous Level Monte Carlo and Sample-Adaptive Model Hierarchies},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {93--116},
year = {2019},
url = {https://doi.org/10.1137/18M1172259},
doi = {10.1137/18M1172259},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DetommasoDS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DodwellKST19,
author = {Tim J. Dodwell and
Christian Ketelsen and
Robert Scheichl and
Aretha L. Teckentrup},
title = {{ERRATUM:} {A} Hierarchical Multilevel Markov Chain Monte Carlo Algorithm
with Applications to Uncertainty Quantification in Subsurface Flow},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1398--1399},
year = {2019},
url = {https://doi.org/10.1137/19M1278089},
doi = {10.1137/19M1278089},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DodwellKST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DolgovS19,
author = {Sergey Dolgov and
Robert Scheichl},
title = {A Hybrid Alternating Least Squares-TT-Cross Algorithm for Parametric
PDEs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {260--291},
year = {2019},
url = {https://doi.org/10.1137/17M1138881},
doi = {10.1137/17M1138881},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DolgovS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GilesH19,
author = {Michael B. Giles and
Abdul{-}Lateef Haji{-}Ali},
title = {Multilevel Nested Simulation for Efficient Risk Estimation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {497--525},
year = {2019},
url = {https://doi.org/10.1137/18M1173186},
doi = {10.1137/18M1173186},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GilesH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GrigoK19,
author = {Constantin Grigo and
Phaedon{-}Stelios Koutsourelakis},
title = {Bayesian Model and Dimension Reduction for Uncertainty Propagation:
Applications in Random Media},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {292--323},
year = {2019},
url = {https://doi.org/10.1137/17M1155867},
doi = {10.1137/17M1155867},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GrigoK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GunzburgerIMS19,
author = {Max D. Gunzburger and
Traian Iliescu and
Muhammad Mohebujjaman and
Michael Schneier},
title = {An Evolve-Filter-Relax Stabilized Reduced Order Stochastic Collocation
Method for the Time-Dependent Navier-Stokes Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1162--1184},
year = {2019},
url = {https://doi.org/10.1137/18M1221618},
doi = {10.1137/18M1221618},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/GunzburgerIMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HartBC19,
author = {Joseph L. Hart and
Julie Bessac and
Emil M. Constantinescu},
title = {Global Sensitivity Analysis for Statistical Model Parameters},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {67--92},
year = {2019},
url = {https://doi.org/10.1137/17M1161397},
doi = {10.1137/17M1161397},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HartBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HartG19,
author = {Joseph L. Hart and
Pierre{-}Alain Gremaud},
title = {Robustness of the Sobol' Indices to Marginal Distribution Uncertainty},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1224--1244},
year = {2019},
url = {https://doi.org/10.1137/18M123387X},
doi = {10.1137/18M123387X},
timestamp = {Mon, 08 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/HartG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HerrmannSZ19,
author = {Lukas Herrmann and
Christoph Schwab and
Jakob Zech},
title = {Uncertainty Quantification for Spectral Fractional Diffusion: Sparsity
Analysis of Parametric Solutions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {913--947},
year = {2019},
url = {https://doi.org/10.1137/18M1176063},
doi = {10.1137/18M1176063},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/HerrmannSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Hosseini19,
author = {Bamdad Hosseini},
title = {Two Metropolis-Hastings Algorithms for Posterior Measures with Non-Gaussian
Priors in Infinite Dimensions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1185--1223},
year = {2019},
url = {https://doi.org/10.1137/18M1183017},
doi = {10.1137/18M1183017},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Hosseini19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Iza-TeranG19,
author = {Rodrigo Iza{-}Teran and
Jochen Garcke},
title = {A Geometrical Method for Low-Dimensional Representations of Simulations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {472--496},
year = {2019},
url = {https://doi.org/10.1137/17M1154205},
doi = {10.1137/17M1154205},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Iza-TeranG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KahleLLU19,
author = {Christian Kahle and
Kei Fong Lam and
Jonas Latz and
Elisabeth Ullmann},
title = {Bayesian Parameter Identification in Cahn-Hilliard Models for Biological
Growth},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {526--552},
year = {2019},
url = {https://doi.org/10.1137/18M1210034},
doi = {10.1137/18M1210034},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KahleLLU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KhristenkoSSUW19,
author = {Ustim Khristenko and
Laura Scarabosio and
Piotr Swierczynski and
Elisabeth Ullmann and
Barbara I. Wohlmuth},
title = {Analysis of Boundary Effects on PDE-Based Sampling of Whittle-Mat{\'{e}}rn
Random Fields},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {948--974},
year = {2019},
url = {https://doi.org/10.1137/18M1215700},
doi = {10.1137/18M1215700},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/KhristenkoSSUW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Lee19,
author = {Minyong R. Lee},
title = {Modified Active Subspaces Using the Average of Gradients},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {53--66},
year = {2019},
url = {https://doi.org/10.1137/17M1140662},
doi = {10.1137/17M1140662},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Lee19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LeeES19,
author = {Kookjin Lee and
Howard C. Elman and
Bedrich Soused{\'{\i}}k},
title = {A Low-Rank Solver for the Navier-Stokes Equations with Uncertain Viscosity},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1275--1300},
year = {2019},
url = {https://doi.org/10.1137/17M1151912},
doi = {10.1137/17M1151912},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/LeeES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Motamed19,
author = {Mohammad Motamed},
title = {Fuzzy-Stochastic Partial Differential Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {1076--1104},
year = {2019},
url = {https://doi.org/10.1137/17M1140017},
doi = {10.1137/17M1140017},
timestamp = {Tue, 15 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Motamed19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MullerUL19,
author = {Christopher M{\"{u}}ller and
Sebastian Ullmann and
Jens Lang},
title = {A Bramble-Pasciak Conjugate Gradient Method for Discrete Stokes Equations
with Random Viscosity},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {787--805},
year = {2019},
url = {https://doi.org/10.1137/18M1163920},
doi = {10.1137/18M1163920},
timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/MullerUL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MycekL19,
author = {Paul Mycek and
Matthias De Lozzo},
title = {Multilevel Monte Carlo Covariance Estimation for the Computation of
Sobol' Indices},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1323--1348},
year = {2019},
url = {https://doi.org/10.1137/18M1216389},
doi = {10.1137/18M1216389},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/MycekL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/NuskenP19,
author = {Nikolas N{\"{u}}sken and
Grigorios A. Pavliotis},
title = {Constructing Sampling Schemes via Coupling: Markov Semigroups and
Optimal Transport},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {324--382},
year = {2019},
url = {https://doi.org/10.1137/18M119896X},
doi = {10.1137/18M119896X},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/NuskenP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OsthusWHW19,
author = {Dave Osthus and
Scott A. Vander Wiel and
Nelson M. Hoffman and
Frederick J. Wysocki},
title = {Prediction Uncertainties beyond the Range of Experience: {A} Case
Study in Inertial Confinement Fusion Implosion Experiments},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {604--633},
year = {2019},
url = {https://doi.org/10.1137/17M1158860},
doi = {10.1137/17M1158860},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/OsthusWHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Peherstorfer19,
author = {Benjamin Peherstorfer},
title = {Multifidelity Monte Carlo Estimation with Adaptive Low-Fidelity Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {579--603},
year = {2019},
url = {https://doi.org/10.1137/17M1159208},
doi = {10.1137/17M1159208},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Peherstorfer19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PerryKNW19,
author = {Daniel J. Perry and
Robert M. Kirby and
Akil Narayan and
Ross T. Whitaker},
title = {Allocation Strategies for High Fidelity Models in the Multifidelity
Regime},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {203--231},
year = {2019},
url = {https://doi.org/10.1137/17M1144714},
doi = {10.1137/17M1144714},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/PerryKNW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PulchA19,
author = {Roland Pulch and
Florian Augustin},
title = {Stability Preservation in Stochastic Galerkin Projections of Dynamical
Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {634--651},
year = {2019},
url = {https://doi.org/10.1137/17M1142223},
doi = {10.1137/17M1142223},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PulchA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RabittiB19,
author = {Giovanni Rabitti and
Emanuele Borgonovo},
title = {A Shapley-Owen Index for Interaction Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {1060--1075},
year = {2019},
url = {https://doi.org/10.1137/18M1221801},
doi = {10.1137/18M1221801},
timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/RabittiB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RosarioLI19,
author = {Zachary del Rosario and
Minyong Lee and
Gianluca Iaccarino},
title = {Lurking Variable Detection via Dimensional Analysis},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {232--259},
year = {2019},
url = {https://doi.org/10.1137/17M1155508},
doi = {10.1137/17M1155508},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RosarioLI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SaibabaBBA19,
author = {Arvind K. Saibaba and
Johnathan M. Bardsley and
D. Andrew Brown and
Alen Alexanderian},
title = {Efficient Marginalization-Based {MCMC} Methods for Hierarchical Bayesian
Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {1105--1131},
year = {2019},
url = {https://doi.org/10.1137/18M1220625},
doi = {10.1137/18M1220625},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/SaibabaBBA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SalemBRGT19,
author = {Malek Ben Salem and
Fran{\c{c}}ois Bachoc and
Olivier Roustant and
Fabrice Gamboa and
Lionel Tomaso},
title = {Gaussian Process-Based Dimension Reduction for Goal-Oriented Sequential
Design},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1369--1397},
year = {2019},
url = {https://doi.org/10.1137/18M1167930},
doi = {10.1137/18M1167930},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SalemBRGT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ScottLH19,
author = {James M. Scott and
M. Paul Laiu and
Cory D. Hauck},
title = {Analysis of the Zero Relaxation Limit of Hyperbolic Balance Laws with
Random Initial Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {806--837},
year = {2019},
url = {https://doi.org/10.1137/18M1226683},
doi = {10.1137/18M1226683},
timestamp = {Tue, 15 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ScottLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SeshadriYP19,
author = {Pranay Seshadri and
Henry Shaowu Yuchi and
Geoffrey T. Parks},
title = {Dimension Reduction via Gaussian Ridge Functions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1301--1322},
year = {2019},
url = {https://doi.org/10.1137/18M1168571},
doi = {10.1137/18M1168571},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/SeshadriYP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SpagnolRV19,
author = {Adrien Spagnol and
Rodolphe Le Riche and
S{\'{e}}bastien Da Veiga},
title = {Global Sensitivity Analysis for Optimization with Variable Selection},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {417--443},
year = {2019},
url = {https://doi.org/10.1137/18M1167978},
doi = {10.1137/18M1167978},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SpagnolRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SunGHLW19,
author = {Furong Sun and
Robert B. Gramacy and
Benjamin Haaland and
Earl Lawrence and
Andrew Walker},
title = {Emulating Satellite Drag from Large Simulation Experiments},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {720--759},
year = {2019},
url = {https://doi.org/10.1137/18M1170157},
doi = {10.1137/18M1170157},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SunGHLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SwigonSZR19,
author = {David Swigon and
Shelby R. Stanhope and
Sven Zenker and
Jonathan E. Rubin},
title = {On the Importance of the Jacobian Determinant in Parameter Inference
for Random Parameter and Random Measurement Error Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {975--1006},
year = {2019},
url = {https://doi.org/10.1137/17M1114405},
doi = {10.1137/17M1114405},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SwigonSZR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Tan19,
author = {Matthias H. Y. Tan},
title = {Gaussian Process Modeling of Finite Element Models with Functional
Inputs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1133--1161},
year = {2019},
url = {https://doi.org/10.1137/17M1112942},
doi = {10.1137/17M1112942},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Tan19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Tuo19,
author = {Rui Tuo},
title = {Adjustments to Computer Models via Projected Kernel Calibration},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {2},
pages = {553--578},
year = {2019},
url = {https://doi.org/10.1137/17M1128769},
doi = {10.1137/17M1128769},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Tuo19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/VernonJC19,
author = {Ian R. Vernon and
Samuel E. Jackson and
Jonathan A. Cumming},
title = {Known Boundary Emulation of Complex Computer Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {838--876},
year = {2019},
url = {https://doi.org/10.1137/18M1164457},
doi = {10.1137/18M1164457},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/VernonJC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/VondrejcM19,
author = {Jaroslav Vondrejc and
Hermann G. Matthies},
title = {Accurate Computation of Conditional Expectation for Highly Nonlinear
Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1349--1368},
year = {2019},
url = {https://doi.org/10.1137/18M1196674},
doi = {10.1137/18M1196674},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/VondrejcM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/XuSW19,
author = {Wanting Xu and
Michael L. Stein and
Ian Wisher},
title = {Modeling and Predicting Chaotic Circuit Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {31--52},
year = {2019},
url = {https://doi.org/10.1137/17M1142387},
doi = {10.1137/17M1142387},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/XuSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/YamadaY19,
author = {Toshihiro Yamada and
Kenta Yamamoto},
title = {Second Order Discretization of Bismut-Elworthy-Li Formula: Application
to Sensitivity Analysis},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {1},
pages = {143--173},
year = {2019},
url = {https://doi.org/10.1137/17M1142399},
doi = {10.1137/17M1142399},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/YamadaY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZahrCK19,
author = {Matthew J. Zahr and
Kevin T. Carlberg and
Drew P. Kouri},
title = {An Efficient, Globally Convergent Method for Optimization Under Uncertainty
Using Adaptive Model Reduction and Sparse Grids},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {3},
pages = {877--912},
year = {2019},
url = {https://doi.org/10.1137/18M1220996},
doi = {10.1137/18M1220996},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ZahrCK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZhangLR19,
author = {Ru Zhang and
C. Devon Lin and
Pritam Ranjan},
title = {A Sequential Design Approach for Calibrating Dynamic Computer Simulators},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {7},
number = {4},
pages = {1245--1274},
year = {2019},
url = {https://doi.org/10.1137/18M1224544},
doi = {10.1137/18M1224544},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ZhangLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/0004MT18,
author = {Nan Chen and
Andrew J. Majda and
Xin T. Tong},
title = {Rigorous Analysis for Efficient Statistically Accurate Algorithms
for Solving Fokker-Planck Equations in Large Dimensions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {1198--1223},
year = {2018},
url = {https://doi.org/10.1137/17M1142004},
doi = {10.1137/17M1142004},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/0004MT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AbdulleAV18,
author = {Assyr Abdulle and
Ibrahim Almuslimani and
Gilles Vilmart},
title = {Optimal Explicit Stabilized Integrator of Weak Order 1 for Stiff and
Ergodic Stochastic Differential Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {937--964},
year = {2018},
url = {https://doi.org/10.1137/17M1145859},
doi = {10.1137/17M1145859},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AbdulleAV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AdcockBJN18,
author = {Ben Adcock and
Anyi Bao and
John D. Jakeman and
Akil Narayan},
title = {Compressed Sensing with Sparse Corruptions: Fault-Tolerant Sparse
Collocation Approximations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1424--1453},
year = {2018},
url = {https://doi.org/10.1137/17M112590X},
doi = {10.1137/17M112590X},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/AdcockBJN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Ballester-Ripoll18,
author = {Rafael Ballester{-}Ripoll and
Enrique G. Paredes and
Renato Pajarola},
title = {Tensor Algorithms for Advanced Sensitivity Metrics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {1172--1197},
year = {2018},
url = {https://doi.org/10.1137/17M1160252},
doi = {10.1137/17M1160252},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Ballester-Ripoll18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Barajas-SolanoT18,
author = {David A. Barajas{-}Solano and
Alexandre M. Tartakovsky},
title = {Probability and Cumulative Density Function Methods for the Stochastic
Advection-Reaction Equation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {180--212},
year = {2018},
url = {https://doi.org/10.1137/16M1109163},
doi = {10.1137/16M1109163},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Barajas-SolanoT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BarthS18,
author = {Andrea Barth and
Andreas Stein},
title = {A Study of Elliptic Partial Differential Equations with Jump Diffusion
Coefficients},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1707--1743},
year = {2018},
url = {https://doi.org/10.1137/17M1148888},
doi = {10.1137/17M1148888},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BarthS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BennerQS18,
author = {Peter Benner and
Yue Qiu and
Martin Stoll},
title = {Low-Rank Eigenvector Compression of Posterior Covariance Matrices
for Linear Gaussian Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {965--989},
year = {2018},
url = {https://doi.org/10.1137/17M1121342},
doi = {10.1137/17M1121342},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BennerQS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BertozziLSZ18,
author = {Andrea L. Bertozzi and
Xiyang Luo and
Andrew M. Stuart and
Konstantinos C. Zygalakis},
title = {Uncertainty Quantification in Graph-Based Classification of High Dimensional
Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {568--595},
year = {2018},
url = {https://doi.org/10.1137/17M1134214},
doi = {10.1137/17M1134214},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BertozziLSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BeskosJLMZ18,
author = {Alexandros Beskos and
Ajay Jasra and
Kody J. H. Law and
Youssef M. Marzouk and
Yan Zhou},
title = {Multilevel Sequential Monte Carlo with Dimension-Independent Likelihood-Informed
Proposals},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {762--786},
year = {2018},
url = {https://doi.org/10.1137/17M1120993},
doi = {10.1137/17M1120993},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BeskosJLMZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BespalovR18,
author = {Alex Bespalov and
Leonardo Rocchi},
title = {Efficient Adaptive Algorithms for Elliptic PDEs with Random Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {243--272},
year = {2018},
url = {https://doi.org/10.1137/17M1139928},
doi = {10.1137/17M1139928},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BespalovR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Binev0MN18,
author = {Peter Binev and
Albert Cohen and
Olga Mula and
James A. Nichols},
title = {Greedy Algorithms for Optimal Measurements Selection in State Estimation
Using Reduced Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {1101--1126},
year = {2018},
url = {https://doi.org/10.1137/17M1157635},
doi = {10.1137/17M1157635},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Binev0MN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BlanchardHR18,
author = {Gilles Blanchard and
Marc Hoffmann and
Markus Rei{\ss}},
title = {Optimal Adaptation for Early Stopping in Statistical Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {1043--1075},
year = {2018},
url = {https://doi.org/10.1137/17M1154096},
doi = {10.1137/17M1154096},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BlanchardHR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BorgonovoMP18,
author = {Emanuele Borgonovo and
Max D. Morris and
Elmar Plischke},
title = {Functional {ANOVA} with Multiple Distributions: Implications for the
Sensitivity Analysis of Computer Experiments},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {397--427},
year = {2018},
url = {https://doi.org/10.1137/16M1088545},
doi = {10.1137/16M1088545},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BorgonovoMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BousquetKM18,
author = {Nicolas Bousquet and
Thierry Klein and
Vincent Moutoussamy},
title = {Approximation of Limit State Surfaces in Monotonic Monte Carlo Settings,
with Applications to Classification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {1--33},
year = {2018},
url = {https://doi.org/10.1137/15M1015091},
doi = {10.1137/15M1015091},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BousquetKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BrownSV18,
author = {D. Andrew Brown and
Arvind K. Saibaba and
Sarah Vall{\'{e}}lian},
title = {Low-Rank Independence Samplers in Hierarchical Bayesian Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {1076--1100},
year = {2018},
url = {https://doi.org/10.1137/17M1137218},
doi = {10.1137/17M1137218},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BrownSV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChaudhryBE18,
author = {Jehanzeb Hameed Chaudhry and
Nathanial Burch and
Donald J. Estep},
title = {Efficient Distribution Estimation and Uncertainty Quantification for
Elliptic Problems on Domains with Stochastic Boundaries},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {1127--1150},
year = {2018},
url = {https://doi.org/10.1137/17M112230X},
doi = {10.1137/17M112230X},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChaudhryBE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ConradDMPS18,
author = {Patrick R. Conrad and
Andrew D. Davis and
Youssef M. Marzouk and
Natesh S. Pillai and
Aaron Smith},
title = {Parallel Local Approximation {MCMC} for Expensive Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {339--373},
year = {2018},
url = {https://doi.org/10.1137/16M1084080},
doi = {10.1137/16M1084080},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ConradDMPS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CrociGRF18,
author = {Matteo Croci and
Michael B. Giles and
Marie E. Rognes and
Patrick E. Farrell},
title = {Efficient White Noise Sampling and Coupling for Multilevel Monte Carlo
with Nonnested Meshes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1630--1655},
year = {2018},
url = {https://doi.org/10.1137/18M1175239},
doi = {10.1137/18M1175239},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/CrociGRF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DEliaEHPR18,
author = {Marta D'Elia and
H. Carter Edwards and
Jonathan J. Hu and
Eric T. Phipps and
Sivasankaran Rajamanickam},
title = {Ensemble Grouping Strategies for Embedded Stochastic Collocation Methods
Applied to Anisotropic Diffusion Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {87--117},
year = {2018},
url = {https://doi.org/10.1137/16M1066324},
doi = {10.1137/16M1066324},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DEliaEHPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DamblinBKPP18,
author = {Guillaume Damblin and
Pierre Barbillon and
Merlin Keller and
Alberto Pasanisi and
Eric C. Parent},
title = {Adaptive Numerical Designs for the Calibration of Computer Codes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {151--179},
year = {2018},
url = {https://doi.org/10.1137/15M1033162},
doi = {10.1137/15M1033162},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DamblinBKPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DjurdjevacEKR18,
author = {Ana Djurdjevac and
Charles M. Elliott and
Ralf Kornhuber and
Thomas Ranner},
title = {Evolving Surface Finite Element Methods for Random Advection-Diffusion
Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1656--1684},
year = {2018},
url = {https://doi.org/10.1137/17M1149547},
doi = {10.1137/17M1149547},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DjurdjevacEKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DurantePP18,
author = {Joseph Durante and
Raj Patel and
Warren B. Powell},
title = {Scenario Generation Methods that Replicate Crossing Times in Spatially
Distributed Stochastic Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {596--626},
year = {2018},
url = {https://doi.org/10.1137/17M1120555},
doi = {10.1137/17M1120555},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DurantePP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FadikarHCLVM18,
author = {Arindam Fadikar and
Dave Higdon and
Jiangzhuo Chen and
Bryan L. Lewis and
Srinivasan Venkatramanan and
Madhav V. Marathe},
title = {Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1685--1706},
year = {2018},
url = {https://doi.org/10.1137/17M1161233},
doi = {10.1137/17M1161233},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/FadikarHCLVM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GamboaKL18,
author = {Fabrice Gamboa and
Thierry Klein and
Agn{\`{e}}s Lagnoux},
title = {Sensitivity Analysis Based on Cram{\'{e}}r-von Mises Distance},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {522--548},
year = {2018},
url = {https://doi.org/10.1137/15M1025621},
doi = {10.1137/15M1025621},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GamboaKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GantnerP18,
author = {Robert N. Gantner and
M. D. Peters},
title = {Higher-Order Quasi-Monte Carlo for Bayesian Shape Inversion},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {707--736},
year = {2018},
url = {https://doi.org/10.1137/16M1096116},
doi = {10.1137/16M1096116},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GantnerP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GilesB18,
author = {Michael B. Giles and
Francisco Bernal},
title = {Multilevel Estimation of Expected Exit Times and Other Functionals
of Stopped Diffusions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1454--1474},
year = {2018},
url = {https://doi.org/10.1137/17M1116660},
doi = {10.1137/17M1116660},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GilesB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GrudzienCB18,
author = {Colin Grudzien and
Alberto Carrassi and
Marc Bocquet},
title = {Asymptotic Forecast Uncertainty and the Unstable Subspace in the Presence
of Additive Model Error},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1335--1363},
year = {2018},
url = {https://doi.org/10.1137/17M114073X},
doi = {10.1137/17M114073X},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GrudzienCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GuW18,
author = {Mengyang Gu and
Long Wang},
title = {Scaled Gaussian Stochastic Process for Computer Model Calibration
and Prediction},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1555--1583},
year = {2018},
url = {https://doi.org/10.1137/17M1159890},
doi = {10.1137/17M1159890},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GuW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HaalandWM18,
author = {Benjamin Haaland and
Wenjia Wang and
Vaibhav Maheshwari},
title = {A Framework for Controlling Sources of Inaccuracy in Gaussian Process
Emulation of Deterministic Computer Experiments},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {497--521},
year = {2018},
url = {https://doi.org/10.1137/17M1131210},
doi = {10.1137/17M1131210},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HaalandWM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HallK18,
author = {Eric Joseph Hall and
Markos A. Katsoulakis},
title = {Robust Information Divergences for Model-Form Uncertainty Arising
from Sparse Data in Random {PDE}},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1364--1394},
year = {2018},
url = {https://doi.org/10.1137/17M1143344},
doi = {10.1137/17M1143344},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HallK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeC18,
author = {Xu He and
Peter Chien},
title = {On the Instability Issue of Gradient-Enhanced Gaussian Process Emulators
for Computer Experiments},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {627--644},
year = {2018},
url = {https://doi.org/10.1137/16M1088247},
doi = {10.1137/16M1088247},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HeC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HegdeLOPF18,
author = {Arun Hegde and
Wenyu Li and
James Oreluk and
Andrew K. Packard and
Michael Frenklach},
title = {Consistency Analysis for Massively Inconsistent Datasets in Bound-to-Bound
Data Collaboration},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {429--456},
year = {2018},
url = {https://doi.org/10.1137/16M1110005},
doi = {10.1137/16M1110005},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HegdeLOPF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeinkenschlossK18,
author = {Matthias Heinkenschloss and
Boris Kramer and
Timur Takhtaganov and
Karen Willcox},
title = {Conditional-Value-at-Risk Estimation via Reduced-Order Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1395--1423},
year = {2018},
url = {https://doi.org/10.1137/17M1160069},
doi = {10.1137/17M1160069},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HeinkenschlossK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeitzingerLPR18,
author = {Clemens Heitzinger and
Michael Leum{\"{u}}ller and
Gudmund Pammer and
Stefan Rigger},
title = {Existence, Uniqueness, and a Comparison of Nonintrusive Methods for
the Stochastic Nonlinear Poisson-Boltzmann Equation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {1019--1042},
year = {2018},
url = {https://doi.org/10.1137/17M1127375},
doi = {10.1137/17M1127375},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HeitzingerLPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeitzingerPR18,
author = {Clemens Heitzinger and
Gudmund Pammer and
Stefan Rigger},
title = {Cubature Formulas for Multisymmetric Functions and Applications to
Stochastic Partial Differential Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {213--242},
year = {2018},
url = {https://doi.org/10.1137/17M1125418},
doi = {10.1137/17M1125418},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HeitzingerPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HoussineauB18,
author = {Jeremie Houssineau and
Adrian N. Bishop},
title = {Smoothing and Filtering with a Class of Outer Measures},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {845--866},
year = {2018},
url = {https://doi.org/10.1137/17M1124383},
doi = {10.1137/17M1124383},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HoussineauB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuKZ18,
author = {Grace X. Hu and
David R. Kuipers and
Yong Zeng},
title = {Bayesian Inference via Filtering Equations for Ultrahigh Frequency
Data {(I):} Model and Estimation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {34--60},
year = {2018},
url = {https://doi.org/10.1137/16M1094762},
doi = {10.1137/16M1094762},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HuKZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuKZ18a,
author = {Grace X. Hu and
David R. Kuipers and
Yong Zeng},
title = {Bayesian Inference via Filtering Equations for Ultrahigh Frequency
Data {(II):} Model Selection},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {61--86},
year = {2018},
url = {https://doi.org/10.1137/16M1094774},
doi = {10.1137/16M1094774},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HuKZ18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuanSSVLON18,
author = {Xun Huan and
Cosmin Safta and
Khachik Sargsyan and
Zachary P. Vane and
Guilhem Lacaze and
Joseph C. Oefelein and
Habib N. Najm},
title = {Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse
Polynomial Chaos Expansions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {907--936},
year = {2018},
url = {https://doi.org/10.1137/17M1141096},
doi = {10.1137/17M1141096},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HuanSSVLON18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KamilisP18,
author = {Dimitris Kamilis and
Nick Polydorides},
title = {Uncertainty Quantification for Low-Frequency, Time-Harmonic Maxwell
Equations with Stochastic Conductivity Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1295--1334},
year = {2018},
url = {https://doi.org/10.1137/17M1156010},
doi = {10.1137/17M1156010},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KamilisP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KouriS18,
author = {Drew P. Kouri and
Thomas M. Surowiec},
title = {Existence and Optimality Conditions for Risk-Averse PDE-Constrained
Optimization},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {787--815},
year = {2018},
url = {https://doi.org/10.1137/16M1086613},
doi = {10.1137/16M1086613},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KouriS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KrumscheidN18,
author = {Sebastian Krumscheid and
Fabio Nobile},
title = {Multilevel Monte Carlo Approximation of Functions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {1256--1293},
year = {2018},
url = {https://doi.org/10.1137/17M1135566},
doi = {10.1137/17M1135566},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KrumscheidN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KyzyurovaBW18,
author = {Ksenia N. Kyzyurova and
James O. Berger and
Robert L. Wolpert},
title = {Coupling Computer Models through Linking Their Statistical Emulators},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {1151--1171},
year = {2018},
url = {https://doi.org/10.1137/17M1157702},
doi = {10.1137/17M1157702},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KyzyurovaBW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LeeCE18,
author = {Kookjin Lee and
Kevin Carlberg and
Howard C. Elman},
title = {Stochastic Least-Squares Petrov-Galerkin Method for Parameterized
Linear Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {374--396},
year = {2018},
url = {https://doi.org/10.1137/17M1110729},
doi = {10.1137/17M1110729},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LeeCE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LeeS18,
author = {Kookjin Lee and
Bedrich Soused{\'{\i}}k},
title = {Inexact Methods for Symmetric Stochastic Eigenvalue Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1744--1776},
year = {2018},
url = {https://doi.org/10.1137/18M1176026},
doi = {10.1137/18M1176026},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LeeS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LieST18,
author = {Han Cheng Lie and
Timothy John Sullivan and
Aretha L. Teckentrup},
title = {Random Forward Models and Log-Likelihoods in Bayesian Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1600--1629},
year = {2018},
url = {https://doi.org/10.1137/18M1166523},
doi = {10.1137/18M1166523},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/LieST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Lopez-LoperaBDR18,
author = {Andr{\'{e}}s F. L{\'{o}}pez{-}Lopera and
Fran{\c{c}}ois Bachoc and
Nicolas Durrande and
Olivier Roustant},
title = {Finite-Dimensional Gaussian Approximation with Linear Inequality Constraints},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {1224--1255},
year = {2018},
url = {https://doi.org/10.1137/17M1153157},
doi = {10.1137/17M1153157},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Lopez-LoperaBDR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MarminGBL18,
author = {S{\'{e}}bastien Marmin and
David Ginsbourger and
Jean Baccou and
Jacques Liandrat},
title = {Warped Gaussian Processes and Derivative-Based Sequential Designs
for Functions with Heterogeneous Variations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {3},
pages = {991--1018},
year = {2018},
url = {https://doi.org/10.1137/17M1129179},
doi = {10.1137/17M1129179},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MarminGBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Morris18,
author = {Max D. Morris},
title = {Decomposing Functional Model Inputs for Variance-Based Sensitivity
Analysis},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1584--1599},
year = {2018},
url = {https://doi.org/10.1137/18M1173058},
doi = {10.1137/18M1173058},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Morris18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MorrisonOM18,
author = {Rebecca E. Morrison and
Todd A. Oliver and
Robert D. Moser},
title = {Representing Model Inadequacy: {A} Stochastic Operator Approach},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {457--496},
year = {2018},
url = {https://doi.org/10.1137/16M1106419},
doi = {10.1137/16M1106419},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MorrisonOM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/NaneT18,
author = {Erkan Nane and
Nguyen Huy Tuan},
title = {Approximate Solutions of Inverse Problems for Nonlinear Space Fractional
Diffusion Equations with Randomly Perturbed Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {302--338},
year = {2018},
url = {https://doi.org/10.1137/17M1111139},
doi = {10.1137/17M1111139},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/NaneT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ParnoM18,
author = {Matthew D. Parno and
Youssef M. Marzouk},
title = {Transport Map Accelerated Markov Chain Monte Carlo},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {645--682},
year = {2018},
url = {https://doi.org/10.1137/17M1134640},
doi = {10.1137/17M1134640},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ParnoM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PeherstorferKW18,
author = {Benjamin Peherstorfer and
Boris Kramer and
Karen Willcox},
title = {Multifidelity Preconditioning of the Cross-Entropy Method for Rare
Event Simulation and Failure Probability Estimation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {737--761},
year = {2018},
url = {https://doi.org/10.1137/17M1122992},
doi = {10.1137/17M1122992},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PeherstorferKW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/QianPOVW18,
author = {Elizabeth Qian and
Benjamin Peherstorfer and
Daniel O'Malley and
Velimir V. Vesselinov and
Karen Willcox},
title = {Multifidelity Monte Carlo Estimation of Variance and Sensitivity Indices},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {683--706},
year = {2018},
url = {https://doi.org/10.1137/17M1151006},
doi = {10.1137/17M1151006},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/QianPOVW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Rahman18,
author = {Sharif Rahman},
title = {Mathematical Properties of Polynomial Dimensional Decomposition},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {816--844},
year = {2018},
url = {https://doi.org/10.1137/16M1109382},
doi = {10.1137/16M1109382},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Rahman18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RimM18,
author = {Donsub Rim and
Kyle T. Mandli},
title = {Displacement Interpolation Using Monotone Rearrangement},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1503--1531},
year = {2018},
url = {https://doi.org/10.1137/18M1168315},
doi = {10.1137/18M1168315},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RimM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RimML18,
author = {Donsub Rim and
Scott Moe and
Randall J. LeVeque},
title = {Transport Reversal for Model Reduction of Hyperbolic Partial Differential
Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {118--150},
year = {2018},
url = {https://doi.org/10.1137/17M1113679},
doi = {10.1137/17M1113679},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/RimML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Sanz-Alonso18,
author = {Daniel Sanz{-}Alonso},
title = {Importance Sampling and Necessary Sample Size: An Information Theory
Approach},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {867--879},
year = {2018},
url = {https://doi.org/10.1137/16M1093549},
doi = {10.1137/16M1093549},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Sanz-Alonso18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ShulkindHA18,
author = {Gal Shulkind and
Lior Horesh and
Haim Avron},
title = {Experimental Design for Nonparametric Correction of Misspecified Dynamical
Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {880--906},
year = {2018},
url = {https://doi.org/10.1137/17M1128435},
doi = {10.1137/17M1128435},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ShulkindHA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ThorbergssonH18,
author = {Leifur Thorbergsson and
Giles Hooker},
title = {Experimental Design for Partially Observed Markov Decision Processes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {2},
pages = {549--567},
year = {2018},
url = {https://doi.org/10.1137/16M1084924},
doi = {10.1137/16M1084924},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ThorbergssonH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TipireddyST18,
author = {Ramakrishna Tipireddy and
Panos Stinis and
Alexandre M. Tartakovsky},
title = {Stochastic Basis Adaptation and Spatial Domain Decomposition for Partial
Differential Equations with Random Coefficients},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {1},
pages = {273--301},
year = {2018},
url = {https://doi.org/10.1137/16M1097134},
doi = {10.1137/16M1097134},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/TipireddyST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TorloBR18,
author = {Davide Torlo and
Francesco Ballarin and
Gianluigi Rozza},
title = {Stabilized Weighted Reduced Basis Methods for Parametrized Advection
Dominated Problems with Random Inputs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1475--1502},
year = {2018},
url = {https://doi.org/10.1137/17M1163517},
doi = {10.1137/17M1163517},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/TorloBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/YangLT18,
author = {Xiu Yang and
Weixuan Li and
Alexandre M. Tartakovsky},
title = {Sliced-Inverse-Regression-Aided Rotated Compressive Sensing Method
for Uncertainty Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {6},
number = {4},
pages = {1532--1554},
year = {2018},
url = {https://doi.org/10.1137/17M1148955},
doi = {10.1137/17M1148955},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/YangLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/0016QR17,
author = {Peng Chen and
Alfio Quarteroni and
Gianluigi Rozza},
title = {Reduced Basis Methods for Uncertainty Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {813--869},
year = {2017},
url = {https://doi.org/10.1137/151004550},
doi = {10.1137/151004550},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/0016QR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AbdullePV17,
author = {Assyr Abdulle and
Grigorios A. Pavliotis and
Urbain Vaes},
title = {Spectral Methods for Multiscale Stochastic Differential Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {720--761},
year = {2017},
url = {https://doi.org/10.1137/16M1094117},
doi = {10.1137/16M1094117},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AbdullePV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AckooijH17,
author = {Wim van Ackooij and
Ren{\'{e}} Henrion},
title = {(Sub-)Gradient Formulae for Probability Functions of Random Inequality
Systems under Gaussian Distribution},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {63--87},
year = {2017},
url = {https://doi.org/10.1137/16M1061308},
doi = {10.1137/16M1061308},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AckooijH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AlexanderianPSG17,
author = {Alen Alexanderian and
Noemi Petra and
Georg Stadler and
Omar Ghattas},
title = {Mean-Variance Risk-Averse Optimal Control of Systems Governed by PDEs
with Random Parameter Fields Using Quadratic Approximations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1166--1192},
year = {2017},
url = {https://doi.org/10.1137/16M106306X},
doi = {10.1137/16M106306X},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AlexanderianPSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AliUH17,
author = {Ahmad Ahmad Ali and
Elisabeth Ullmann and
Michael Hinze},
title = {Multilevel Monte Carlo Analysis for Optimal Control of Elliptic PDEs
with Random Coefficients},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {466--492},
year = {2017},
url = {https://doi.org/10.1137/16M109870X},
doi = {10.1137/16M109870X},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AliUH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AndrianakisMVMO17,
author = {Ioannis Andrianakis and
Nicky McCreesh and
Ian R. Vernon and
Trevelyan J. McKinley and
Jeremy E. Oakley and
Rebecca N. Nsubuga and
Michael Goldstein and
Richard G. White},
title = {Efficient History Matching of a High Dimensional Individual-Based
{HIV} Transmission Model},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {694--719},
year = {2017},
url = {https://doi.org/10.1137/16M1093008},
doi = {10.1137/16M1093008},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/AndrianakisMVMO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BectLV17,
author = {Julien Bect and
Ling Li and
Emmanuel V{\'{a}}zquez},
title = {Bayesian Subset Simulation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {762--786},
year = {2017},
url = {https://doi.org/10.1137/16M1078276},
doi = {10.1137/16M1078276},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BectLV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Binev0DDPW17,
author = {Peter Binev and
Albert Cohen and
Wolfgang Dahmen and
Ronald A. DeVore and
Guergana Petrova and
Przemyslaw Wojtaszczyk},
title = {Data Assimilation in Reduced Modeling},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1--29},
year = {2017},
url = {https://doi.org/10.1137/15M1025384},
doi = {10.1137/15M1025384},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Binev0DDPW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BocquetGACGJ17,
author = {Marc Bocquet and
Karthik S. Gurumoorthy and
Amit Apte and
Alberto Carrassi and
Colin Grudzien and
Christopher K. R. T. Jones},
title = {Degenerate Kalman Filter Error Covariances and Their Convergence onto
the Unstable Subspace},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {304--333},
year = {2017},
url = {https://doi.org/10.1137/16M1068712},
doi = {10.1137/16M1068712},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BocquetGACGJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CallahanCS17,
author = {Margaret Callahan and
Daniela Calvetti and
Erkki Somersalo},
title = {Beyond the Model Limit: Parameter Inference Across Scales},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {665--693},
year = {2017},
url = {https://doi.org/10.1137/15M105505X},
doi = {10.1137/15M105505X},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/CallahanCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CesmeliogluSD17,
author = {Ay{\c{c}}il {\c{C}}esmelioglu and
Meiqi Song and
Dorin Drignei},
title = {Physics-Based Kriging Surrogates for a Class of Finite Element Codes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {870--889},
year = {2017},
url = {https://doi.org/10.1137/16M1092489},
doi = {10.1137/16M1092489},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/CesmeliogluSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChenLW17,
author = {Hao Chen and
Jason L. Loeppky and
William J. Welch},
title = {Flexible Correlation Structure for Accurate Prediction and Uncertainty
Quantification in Bayesian Gaussian Process Emulation of a Computer
Model},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {598--620},
year = {2017},
url = {https://doi.org/10.1137/15M1008774},
doi = {10.1137/15M1008774},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChenLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DuS17,
author = {Hailiang Du and
Leonard A. Smith},
title = {Rising Above Chaotic Likelihoods},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {246--258},
year = {2017},
url = {https://doi.org/10.1137/140988784},
doi = {10.1137/140988784},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DuS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FajraouiMS17,
author = {Noura Fajraoui and
Stefano Marelli and
Bruno Sudret},
title = {Sequential Design of Experiment for Sparse Polynomial Chaos Expansions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1061--1085},
year = {2017},
url = {https://doi.org/10.1137/16M1103488},
doi = {10.1137/16M1103488},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/FajraouiMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GriebelR17,
author = {Michael Griebel and
Christian Rieger},
title = {Reproducing Kernel Hilbert Spaces for Parametric Partial Differential
Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {111--137},
year = {2017},
url = {https://doi.org/10.1137/15M1026870},
doi = {10.1137/15M1026870},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GriebelR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Grigoriu17,
author = {Mircea Grigoriu},
title = {Estimates of System Response Maxima by Extreme Value Theory and Surrogate
Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {922--955},
year = {2017},
url = {https://doi.org/10.1137/17M1114223},
doi = {10.1137/17M1114223},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Grigoriu17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HobbsBCGG17,
author = {Jonathan Hobbs and
Amy Braverman and
Noel Cressie and
Robert Granat and
Michael Gunson},
title = {Simulation-Based Uncertainty Quantification for Estimating Atmospheric
CO\({}_{\mbox{2}}\) from Satellite Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {956--985},
year = {2017},
url = {https://doi.org/10.1137/16M1060765},
doi = {10.1137/16M1060765},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HobbsBCGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Hosseini17,
author = {Bamdad Hosseini},
title = {Well-Posed Bayesian Inverse Problems with Infinitely Divisible and
Heavy-Tailed Prior Measures},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1024--1060},
year = {2017},
url = {https://doi.org/10.1137/16M1096372},
doi = {10.1137/16M1096372},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Hosseini17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HosseiniN17,
author = {Bamdad Hosseini and
Nilima Nigam},
title = {Well-Posed Bayesian Inverse Problems: Priors with Exponential Tails},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {436--465},
year = {2017},
url = {https://doi.org/10.1137/16M1076824},
doi = {10.1137/16M1076824},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HosseiniN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuL17,
author = {Ruimeng Hu and
Mike Ludkovski},
title = {Sequential Design for Ranking Response Surfaces},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {212--239},
year = {2017},
url = {https://doi.org/10.1137/15M1045168},
doi = {10.1137/15M1045168},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/HuL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HuangG17,
author = {Ya{-}Ting Huang and
James Glimm},
title = {A Novel Methodology of Stochastic Short Term Forecasting of Cloud
Boundaries},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1279--1294},
year = {2017},
url = {https://doi.org/10.1137/16M1092854},
doi = {10.1137/16M1092854},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HuangG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/IbrahimaT17,
author = {Fayadhoi Ibrahima and
Hamdi A. Tchelepi},
title = {Multipoint Distribution of Saturation for Stochastic Nonlinear Two-Phase
Transport},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {353--377},
year = {2017},
url = {https://doi.org/10.1137/16M1096244},
doi = {10.1137/16M1096244},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/IbrahimaT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/IolovDL17,
author = {Alexandre Iolov and
Susanne Ditlevsen and
Andr{\'{e}} Longtin},
title = {Optimal Design for Estimation in Diffusion Processes from First Hitting
Times},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {88--110},
year = {2017},
url = {https://doi.org/10.1137/16M1060376},
doi = {10.1137/16M1060376},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/IolovDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JimenezMK17,
author = {M. Navarro Jimenez and
Olivier P. Le Ma{\^{\i}}tre and
Omar M. Knio},
title = {Nonintrusive Polynomial Chaos Expansions for Sensitivity Analysis
in Stochastic Differential Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {378--402},
year = {2017},
url = {https://doi.org/10.1137/16M1061989},
doi = {10.1137/16M1061989},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/JimenezMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiW17,
author = {Qin Li and
Li Wang},
title = {Uniform Regularity for Linear Kinetic Equations with Random Input
Based on Hypocoercivity},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1193--1219},
year = {2017},
url = {https://doi.org/10.1137/16M1106675},
doi = {10.1137/16M1106675},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LiW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiuG17,
author = {Xiaoyu Liu and
Serge Guillas},
title = {Dimension Reduction for Gaussian Process Emulation: An Application
to the Influence of Bathymetry on Tsunami Heights},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {787--812},
year = {2017},
url = {https://doi.org/10.1137/16M1090648},
doi = {10.1137/16M1090648},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/LiuG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LiuLSS17,
author = {Dishi Liu and
Alexander Litvinenko and
Claudia Schillings and
Volker Schulz},
title = {Quantification of Airfoil Geometry-Induced Aerodynamic Uncertainties
- Comparison of Approaches},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {334--352},
year = {2017},
url = {https://doi.org/10.1137/15M1050239},
doi = {10.1137/15M1050239},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LiuLSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LuSW17,
author = {Yulong Lu and
Andrew M. Stuart and
Hendrik Weber},
title = {Gaussian Approximations for Probability Measures on R\({}^{\mbox{d}}\)},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1136--1165},
year = {2017},
url = {https://doi.org/10.1137/16M1105384},
doi = {10.1137/16M1105384},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LuSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MaiS17,
author = {Chu V. Mai and
Bruno Sudret},
title = {Surrogate Models for Oscillatory Systems Using Sparse Polynomial Chaos
Expansions and Stochastic Time Warping},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {540--571},
year = {2017},
url = {https://doi.org/10.1137/16M1083621},
doi = {10.1137/16M1083621},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/MaiS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/NewsumP17,
author = {Craig J. Newsum and
Catherine E. Powell},
title = {Efficient Reduced Basis Methods for Saddle Point Problems with Applications
in Groundwater Flow},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1248--1278},
year = {2017},
url = {https://doi.org/10.1137/16M1108856},
doi = {10.1137/16M1108856},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/NewsumP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Oliver17,
author = {Dean S. Oliver},
title = {Metropolized Randomized Maximum Likelihood for Improved Sampling from
Multimodal Distributions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {259--277},
year = {2017},
url = {https://doi.org/10.1137/15M1033320},
doi = {10.1137/15M1033320},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Oliver17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OwenCMB17,
author = {Nicola E. Owen and
Peter G. Challenor and
Prathyush P. Menon and
Samir Bennani},
title = {Comparison of Surrogate-Based Uncertainty Quantification Methods for
Computationally Expensive Simulators},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {403--435},
year = {2017},
url = {https://doi.org/10.1137/15M1046812},
doi = {10.1137/15M1046812},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/OwenCMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OwenP17,
author = {Art B. Owen and
Cl{\'{e}}mentine Prieur},
title = {On Shapley Value for Measuring Importance of Dependent Inputs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {986--1002},
year = {2017},
url = {https://doi.org/10.1137/16M1097717},
doi = {10.1137/16M1097717},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/OwenP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PaganiMQ17,
author = {Stefano Pagani and
Andrea Manzoni and
Alfio Quarteroni},
title = {Efficient State/Parameter Estimation in Nonlinear Unsteady PDEs by
a Reduced Basis Ensemble Kalman Filter},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {890--921},
year = {2017},
url = {https://doi.org/10.1137/16M1078598},
doi = {10.1137/16M1078598},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PaganiMQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PapanicolaouS17,
author = {Andrew Papanicolaou and
Konstantinos Spiliopoulos},
title = {Dimension Reduction in Statistical Estimation of Partially Observed
Multiscale Processes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1220--1247},
year = {2017},
url = {https://doi.org/10.1137/16M1085930},
doi = {10.1137/16M1085930},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PapanicolaouS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ParkT17,
author = {M. Park and
Michael V. Tretyakov},
title = {Stochastic Resin Transfer Molding Process},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1110--1135},
year = {2017},
url = {https://doi.org/10.1137/16M1096578},
doi = {10.1137/16M1096578},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ParkT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SalemRGT17,
author = {Malek Ben Salem and
Olivier Roustant and
Fabrice Gamboa and
Lionel Tomaso},
title = {Universal Prediction Distribution for Surrogate Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1086--1109},
year = {2017},
url = {https://doi.org/10.1137/15M1053529},
doi = {10.1137/15M1053529},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SalemRGT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ScheichlST17,
author = {Robert Scheichl and
Andrew M. Stuart and
Aretha L. Teckentrup},
title = {Quasi-Monte Carlo and Multilevel Monte Carlo Methods for Computing
Posterior Expectations in Elliptic Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {493--518},
year = {2017},
url = {https://doi.org/10.1137/16M1061692},
doi = {10.1137/16M1061692},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ScheichlST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SeshadriNM17,
author = {Pranay Seshadri and
Akil Narayan and
Sankaran Mahadevan},
title = {Effectively Subsampled Quadratures for Least Squares Polynomial Approximations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {1003--1023},
year = {2017},
url = {https://doi.org/10.1137/16M1057668},
doi = {10.1137/16M1057668},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/SeshadriNM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SinsbeckN17,
author = {Michael Sinsbeck and
Wolfgang Nowak},
title = {Sequential Design of Computer Experiments for the Solution of Bayesian
Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {640--664},
year = {2017},
url = {https://doi.org/10.1137/15M1047659},
doi = {10.1137/15M1047659},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/SinsbeckN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Soize17,
author = {Christian Soize},
title = {Optimal Partition in Terms of Independent Random Vectors of Any Non-Gaussian
Vector Defined by a Set of Realizations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {176--211},
year = {2017},
url = {https://doi.org/10.1137/16M1062223},
doi = {10.1137/16M1062223},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Soize17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/StanhopeRS17,
author = {Shelby R. Stanhope and
Jonathan E. Rubin and
David Swigon},
title = {Robustness of Solutions of the Inverse Problem for Linear Dynamical
Systems with Uncertain Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {572--597},
year = {2017},
url = {https://doi.org/10.1137/16M1062466},
doi = {10.1137/16M1062466},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/StanhopeRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SuT17,
author = {Chen Su and
Xuemin Tu},
title = {Sequential Implicit Sampling Methods for Bayesian Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {519--539},
year = {2017},
url = {https://doi.org/10.1137/15M1044035},
doi = {10.1137/15M1044035},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SuT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TsilifisGH17,
author = {Panagiotis Tsilifis and
Roger G. Ghanem and
Paris Hajali},
title = {Efficient Bayesian Experimentation Using an Expected Information Gain
Lower Bound},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {30--62},
year = {2017},
url = {https://doi.org/10.1137/15M1043303},
doi = {10.1137/15M1043303},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/TsilifisGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Vermiglio17,
author = {Rossana Vermiglio},
title = {Polynomial Chaos Expansions for the Stability Analysis of Uncertain
Delay Differential Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {278--303},
year = {2017},
url = {https://doi.org/10.1137/15M1029618},
doi = {10.1137/15M1029618},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Vermiglio17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Wallstrom17,
author = {Timothy C. Wallstrom},
title = {On the Application of McDiarmid's Inequality to Complex Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {240--245},
year = {2017},
url = {https://doi.org/10.1137/130933125},
doi = {10.1137/130933125},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Wallstrom17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/XuS17,
author = {Wanting Xu and
Michael L. Stein},
title = {Maximum Likelihood Estimation for a Smooth Gaussian Random Field Model},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {138--175},
year = {2017},
url = {https://doi.org/10.1137/15M105358X},
doi = {10.1137/15M105358X},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/XuS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZhouHYL17,
author = {Qingping Zhou and
Zixi Hu and
Zhewei Yao and
Jinglai Li},
title = {A Hybrid Adaptive {MCMC} Algorithm in Function Spaces},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {5},
number = {1},
pages = {621--639},
year = {2017},
url = {https://doi.org/10.1137/16M1082950},
doi = {10.1137/16M1082950},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ZhouHYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AzzimontiBCG16,
author = {Dario Azzimonti and
Julien Bect and
Cl{\'{e}}ment Chevalier and
David Ginsbourger},
title = {Quantifying Uncertainties on Excursion Sets Under a Gaussian Random
Field Prior},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {850--874},
year = {2016},
url = {https://doi.org/10.1137/141000749},
doi = {10.1137/141000749},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AzzimontiBCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BachouchGM16,
author = {Achref Bachouch and
Emmanuel Gobet and
Anis Matoussi},
title = {Empirical Regression Method for Backward Doubly Stochastic Differential
Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {358--379},
year = {2016},
url = {https://doi.org/10.1137/15M1022094},
doi = {10.1137/15M1022094},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BachouchGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BaoCL16,
author = {Gang Bao and
Chuchu Chen and
Peijun Li},
title = {Inverse Random Source Scattering Problems in Several Dimensions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1263--1287},
year = {2016},
url = {https://doi.org/10.1137/16M1067470},
doi = {10.1137/16M1067470},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BaoCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BaoCMZ16,
author = {Feng Bao and
Yanzhao Cao and
Amnon J. Meir and
Weidong Zhao},
title = {A First Order Scheme for Backward Doubly Stochastic Differential Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {413--445},
year = {2016},
url = {https://doi.org/10.1137/14095546X},
doi = {10.1137/14095546X},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BaoCMZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Barajas-SolanoT16,
author = {David A. Barajas{-}Solano and
Daniel M. Tartakovsky},
title = {Stochastic Collocation Methods for Nonlinear Parabolic Equations with
Random Coefficients},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {475--494},
year = {2016},
url = {https://doi.org/10.1137/130930108},
doi = {10.1137/130930108},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Barajas-SolanoT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BeckG16,
author = {Joakim Beck and
Serge Guillas},
title = {Sequential Design with Mutual Information for Computer Experiments
{(MICE):} Emulation of a Tsunami Model},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {739--766},
year = {2016},
url = {https://doi.org/10.1137/140989613},
doi = {10.1137/140989613},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BeckG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BergouGV16,
author = {El Houcine Bergou and
Serge Gratton and
Lu{\'{\i}}s Nunes Vicente},
title = {Levenberg-Marquardt Methods Based on Probabilistic Gradient Models
and Inexact Subproblem Solution, with Application to Data Assimilation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {924--951},
year = {2016},
url = {https://doi.org/10.1137/140974687},
doi = {10.1137/140974687},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BergouGV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BerlinerB16,
author = {L. Mark Berliner and
Jenn{\'{y}} Brynjarsd{\'{o}}ttir},
title = {A Framework for Multi-Model Ensembling},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {902--923},
year = {2016},
url = {https://doi.org/10.1137/130928339},
doi = {10.1137/130928339},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BerlinerB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BerlyandJP16,
author = {Leonid Berlyand and
Pierre{-}Emmanuel Jabin and
Mykhailo Potomkin},
title = {Complexity Reduction in Many Particle Systems with Random Initial
Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {446--474},
year = {2016},
url = {https://doi.org/10.1137/140969786},
doi = {10.1137/140969786},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BerlyandJP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BowmanW16,
author = {Veronica E. Bowman and
David C. Woods},
title = {Emulation of Multivariate Simulators Using Thin-Plate Splines with
Application to Atmospheric Dispersion},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1323--1344},
year = {2016},
url = {https://doi.org/10.1137/140970148},
doi = {10.1137/140970148},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BowmanW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/CapistranCD16,
author = {Marcos A. Capistran and
J. Andr{\'{e}}s Christen and
Sophie Donnet},
title = {Bayesian Analysis of ODEs: Solver Optimal Accuracy and Bayes Factors},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {829--849},
year = {2016},
url = {https://doi.org/10.1137/140976777},
doi = {10.1137/140976777},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/CapistranCD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChustagulpromRR16,
author = {Nawinda Chustagulprom and
Sebastian Reich and
Maria Reinhardt},
title = {A Hybrid Ensemble Transform Particle Filter for Nonlinear and Spatially
Extended Dynamical Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {592--608},
year = {2016},
url = {https://doi.org/10.1137/15M1040967},
doi = {10.1137/15M1040967},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChustagulpromRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DasC16,
author = {Sonjoy Das and
Sourish Chakravarty},
title = {Predictive Algorithm for Detection of Microcracks from Macroscale
Observables},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {660--707},
year = {2016},
url = {https://doi.org/10.1137/15M1037275},
doi = {10.1137/15M1037275},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DasC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DespresP16,
author = {Bruno Despr{\'{e}}s and
Benoit Perthame},
title = {Uncertainty Propagation; Intrusive Kinetic Formulations of Scalar
Conservation Laws},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {980--1013},
year = {2016},
url = {https://doi.org/10.1137/15M1018861},
doi = {10.1137/15M1018861},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DespresP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DickGS16,
author = {Josef Dick and
Quoc Thong Le Gia and
Christoph Schwab},
title = {Higher Order Quasi-Monte Carlo Integration for Holomorphic, Parametric
Operator Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {48--79},
year = {2016},
url = {https://doi.org/10.1137/140985913},
doi = {10.1137/140985913},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DickGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DupuisKPP16,
author = {Paul Dupuis and
Markos A. Katsoulakis and
Yannis Pantazis and
Petr Plech{\'{a}}c},
title = {Path-Space Information Bounds for Uncertainty Quantification and Sensitivity
Analysis of Stochastic Dynamics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {80--111},
year = {2016},
url = {https://doi.org/10.1137/15M1025645},
doi = {10.1137/15M1025645},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DupuisKPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/EigelM16,
author = {Martin Eigel and
Christian Merdon},
title = {Local Equilibration Error Estimators for Guaranteed Error Control
in Adaptive Stochastic Higher-Order Galerkin Finite Element Methods},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1372--1397},
year = {2016},
url = {https://doi.org/10.1137/15M102188X},
doi = {10.1137/15M102188X},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/EigelM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/EigelMN16,
author = {Martin Eigel and
Christian Merdon and
Johannes Neumann},
title = {An Adaptive Multilevel Monte Carlo Method with Stochastic Bounds for
Quantities of Interest with Uncertain Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1219--1245},
year = {2016},
url = {https://doi.org/10.1137/15M1016448},
doi = {10.1137/15M1016448},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/EigelMN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ElfversonHM16,
author = {Daniel Elfverson and
Fredrik Hellman and
Axel M{\aa}lqvist},
title = {A Multilevel Monte Carlo Method for Computing Failure Probabilities},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {312--330},
year = {2016},
url = {https://doi.org/10.1137/140984294},
doi = {10.1137/140984294},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ElfversonHM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FohringH16,
author = {Jennifer Fohring and
Eldad Haber},
title = {Adaptive A-Optimal Experimental Design for Linear Dynamical Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1138--1159},
year = {2016},
url = {https://doi.org/10.1137/15M1034738},
doi = {10.1137/15M1034738},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/FohringH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FoxN16,
author = {Colin Fox and
Richard Norton},
title = {Fast Sampling in a Linear-Gaussian Inverse Problem},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1191--1218},
year = {2016},
url = {https://doi.org/10.1137/15M1029527},
doi = {10.1137/15M1029527},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/FoxN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/FrenklachPGPS16,
author = {Michael Frenklach and
Andrew K. Packard and
Gonzalo Garc{\'{\i}}a{-}Donato and
Rui Paulo and
Jerome Sacks},
title = {Comparison of Statistical and Deterministic Frameworks of Uncertainty
Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {875--901},
year = {2016},
url = {https://doi.org/10.1137/15M1019131},
doi = {10.1137/15M1019131},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/FrenklachPGPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GalindoJWZ16,
author = {Diego Galindo and
Peter Jantsch and
Clayton G. Webster and
Guannan Zhang},
title = {Accelerating Stochastic Collocation Methods for Partial Differential
Equations with Random Input Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1111--1137},
year = {2016},
url = {https://doi.org/10.1137/15M1019568},
doi = {10.1137/15M1019568},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GalindoJWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GeiersbachHT16,
author = {Caroline Geiersbach and
Clemens Heitzinger and
Gerhard Tulzer},
title = {Optimal Approximation of the First-Order Corrector in Multiscale Stochastic
Elliptic {PDE}},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1246--1262},
year = {2016},
url = {https://doi.org/10.1137/16M106011X},
doi = {10.1137/16M106011X},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GeiersbachHT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GorodetskyM16,
author = {Alex A. Gorodetsky and
Youssef M. Marzouk},
title = {Mercer Kernels and Integrated Variance Experimental Design: Connections
Between Gaussian Process Regression and Polynomial Approximation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {796--828},
year = {2016},
url = {https://doi.org/10.1137/15M1017119},
doi = {10.1137/15M1017119},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GorodetskyM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Grigoriu16,
author = {Mircea Grigoriu},
title = {Microstructure Models and Material Response by Extreme Value Theory},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {190--217},
year = {2016},
url = {https://doi.org/10.1137/15M1006453},
doi = {10.1137/15M1006453},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Grigoriu16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HarbrechtPS16,
author = {Helmut Harbrecht and
Michael Peters and
Markus Siebenmorgen},
title = {Multilevel Accelerated Quadrature for PDEs with Log-Normally Distributed
Diffusion Coefficient},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {520--551},
year = {2016},
url = {https://doi.org/10.1137/130931953},
doi = {10.1137/130931953},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HarbrechtPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JiangCN16,
author = {Jiahua Jiang and
Yanlai Chen and
Akil Narayan},
title = {A Goal-Oriented Reduced Basis Methods-Accelerated Generalized Polynomial
Chaos Algorithm},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1398--1420},
year = {2016},
url = {https://doi.org/10.1137/16M1055736},
doi = {10.1137/16M1055736},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/JiangCN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KangJ16,
author = {Lulu Kang and
V. Roshan Joseph},
title = {Kernel Approximation: From Regression to Interpolation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {112--129},
year = {2016},
url = {https://doi.org/10.1137/130948112},
doi = {10.1137/130948112},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KangJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KoW16,
author = {Jordan Ko and
Henry P. Wynn},
title = {The Algebraic Method in Quadrature for Uncertainty Quantification},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {331--357},
year = {2016},
url = {https://doi.org/10.1137/140978612},
doi = {10.1137/140978612},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KoW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KunothS16,
author = {Angela Kunoth and
Christoph Schwab},
title = {Sparse Adaptive Tensor Galerkin Approximations of Stochastic PDE-Constrained
Control Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1034--1059},
year = {2016},
url = {https://doi.org/10.1137/15M1041390},
doi = {10.1137/15M1041390},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KunothS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Laszlo16,
author = {Andr{\'{a}}s L{\'{a}}szl{\'{o}}},
title = {Convergence and Error Propagation Results on a Linear Iterative Unfolding
Method},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1345--1371},
year = {2016},
url = {https://doi.org/10.1137/15M1035744},
doi = {10.1137/15M1035744},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Laszlo16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LozzoM16,
author = {Matthias De Lozzo and
Amandine Marrel},
title = {Estimation of the Derivative-Based Global Sensitivity Measures Using
a Gaussian Process Metamodel},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {708--738},
year = {2016},
url = {https://doi.org/10.1137/15M1013377},
doi = {10.1137/15M1013377},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/LozzoM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MalenovaMRT16,
author = {Gabriela Malenova and
Mohammad Motamed and
Olof Runborg and
Ra{\'{u}}l Tempone},
title = {A Sparse Stochastic Collocation Technique for High-Frequency Wave
Propagation with Uncertainty},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1084--1110},
year = {2016},
url = {https://doi.org/10.1137/15M1029230},
doi = {10.1137/15M1029230},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MalenovaMRT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ManzoniPL16,
author = {Andrea Manzoni and
Stefano Pagani and
Toni Lassila},
title = {Accurate Solution of Bayesian Inverse Uncertainty Quantification Problems
Combining Reduced Basis Methods and Reduction Error Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {380--412},
year = {2016},
url = {https://doi.org/10.1137/140995817},
doi = {10.1137/140995817},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ManzoniPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MishraRST16,
author = {Siddhartha Mishra and
Nils Henrik Risebro and
Christoph Schwab and
Svetlana V. Tokareva},
title = {Numerical Solution of Scalar Conservation Laws with Random Flux Functions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {552--591},
year = {2016},
url = {https://doi.org/10.1137/120896967},
doi = {10.1137/120896967},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MishraRST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MittalCTI16,
author = {Akshay Mittal and
Xiao Chen and
Charles H. Tong and
Gianluca Iaccarino},
title = {A Flexible Uncertainty Propagation Framework for General Multiphysics
Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {218--243},
year = {2016},
url = {https://doi.org/10.1137/140981411},
doi = {10.1137/140981411},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MittalCTI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MontagnaT16,
author = {Silvia Montagna and
Surya T. Tokdar},
title = {Computer Emulation with Nonstationary Gaussian Processes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {26--47},
year = {2016},
url = {https://doi.org/10.1137/141001512},
doi = {10.1137/141001512},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MontagnaT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/NantyHMPP16,
author = {Simon Nanty and
C{\'{e}}line Helbert and
Amandine Marrel and
Nadia P{\'{e}}rot and
Cl{\'{e}}mentine Prieur},
title = {Sampling, Metamodeling, and Sensitivity Analysis of Numerical Simulators
with Functional Stochastic Inputs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {636--659},
year = {2016},
url = {https://doi.org/10.1137/15M1033319},
doi = {10.1137/15M1033319},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/NantyHMPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OughtonC16,
author = {Rachel H. Oughton and
Peter S. Craig},
title = {Hierarchical Emulation: {A} Method for Modeling and Comparing Nested
Simulators},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {495--519},
year = {2016},
url = {https://doi.org/10.1137/15M1007914},
doi = {10.1137/15M1007914},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/OughtonC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OzenB16,
author = {Hasan {\c{C}}agan {\"{O}}zen and
Guillaume Bal},
title = {Dynamical Polynomial Chaos Expansions and Long Time Evolution of Differential
Equations with Random Forcing},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {609--635},
year = {2016},
url = {https://doi.org/10.1137/15M1019167},
doi = {10.1137/15M1019167},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/OzenB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PadonouR16,
author = {Esperan Padonou and
Olivier Roustant},
title = {Polar Gaussian Processes and Experimental Designs in Circular Domains},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1014--1033},
year = {2016},
url = {https://doi.org/10.1137/15M1032740},
doi = {10.1137/15M1032740},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PadonouR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ParnoEM16,
author = {Matthew D. Parno and
Tarek A. El{-}Moselhy and
Youssef M. Marzouk},
title = {A Multiscale Strategy for Bayesian Inference Using Transport Maps},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1160--1190},
year = {2016},
url = {https://doi.org/10.1137/15M1032478},
doi = {10.1137/15M1032478},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ParnoEM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Rahman16,
author = {Sharif Rahman},
title = {The f-Sensitivity Index},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {130--162},
year = {2016},
url = {https://doi.org/10.1137/140997774},
doi = {10.1137/140997774},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Rahman16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RomerSW16,
author = {Ulrich R{\"{o}}mer and
Sebastian Sch{\"{o}}ps and
Thomas Weiland},
title = {Stochastic Modeling and Regularity of the Nonlinear Elliptic curl-curl
Equation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {952--979},
year = {2016},
url = {https://doi.org/10.1137/15M1026535},
doi = {10.1137/15M1026535},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RomerSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SilvesterP16,
author = {David J. Silvester and
Pranjal},
title = {An Optimal Solver for Linear Systems Arising from Stochastic {FEM}
Approximation of Diffusion Equations with Random Coefficients},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {298--311},
year = {2016},
url = {https://doi.org/10.1137/15M1017740},
doi = {10.1137/15M1017740},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SilvesterP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SongNS16,
author = {Eunhye Song and
Barry L. Nelson and
Jeremy Staum},
title = {Shapley Effects for Global Sensitivity Analysis: Theory and Computation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1060--1083},
year = {2016},
url = {https://doi.org/10.1137/15M1048070},
doi = {10.1137/15M1048070},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SongNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SousedikE16,
author = {Bedrich Soused{\'{\i}}k and
Howard C. Elman},
title = {Inverse Subspace Iteration for Spectral Stochastic Finite Element
Methods},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {163--189},
year = {2016},
url = {https://doi.org/10.1137/140999359},
doi = {10.1137/140999359},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SousedikE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TuoW16,
author = {Rui Tuo and
C. F. Jeff Wu},
title = {A Theoretical Framework for Calibration in Computer Models: Parametrization,
Estimation and Convergence Properties},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {767--795},
year = {2016},
url = {https://doi.org/10.1137/151005841},
doi = {10.1137/151005841},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/TuoW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Vidal-CodinaNGP16,
author = {Ferran Vidal{-}Codina and
Ngoc Cuong Nguyen and
Michael B. Giles and
Jaime Peraire},
title = {An Empirical Interpolation and Model-Variance Reduction Method for
Computing Statistical Outputs of Parametrized Stochastic Partial Differential
Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {244--265},
year = {2016},
url = {https://doi.org/10.1137/15M1016783},
doi = {10.1137/15M1016783},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Vidal-CodinaNGP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WangB16,
author = {Xiaojing Wang and
James O. Berger},
title = {Estimating Shape Constrained Functions Using Gaussian Processes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1--25},
year = {2016},
url = {https://doi.org/10.1137/140955033},
doi = {10.1137/140955033},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/WangB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WangR16,
author = {Ting Wang and
Muruhan Rathinam},
title = {Efficiency of the Girsanov Transformation Approach for Parametric
Sensitivity Analysis of Stochastic Chemical Kinetics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {1288--1322},
year = {2016},
url = {https://doi.org/10.1137/140998111},
doi = {10.1137/140998111},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/WangR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WentworthSB16,
author = {Mami T. Wentworth and
Ralph C. Smith and
H. T. Banks},
title = {Parameter Selection and Verification Techniques Based on Global Sensitivity
Analysis Illustrated for an {HIV} Model},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {4},
number = {1},
pages = {266--297},
year = {2016},
url = {https://doi.org/10.1137/15M1008245},
doi = {10.1137/15M1008245},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/WentworthSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/0001LL15,
author = {Xiaobing Feng and
Junshan Lin and
Cody Lorton},
title = {An Efficient Numerical Method for Acoustic Wave Scattering in Random
Media},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {790--822},
year = {2015},
url = {https://doi.org/10.1137/140958232},
doi = {10.1137/140958232},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/0001LL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ArbogastEST15,
author = {Todd Arbogast and
Donald J. Estep and
Brendan Sheehan and
Simon Tavener},
title = {A Posteriori Error Estimates for Mixed Finite Element and Finite Volume
Methods for Parabolic Problems Coupled through a Boundary},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {169--198},
year = {2015},
url = {https://doi.org/10.1137/140964059},
doi = {10.1137/140964059},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ArbogastEST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AtarCD15,
author = {Rami Atar and
Kenny Chowdhary and
Paul Dupuis},
title = {Robust Bounds on Risk-Sensitive Functionals via R{\'{e}}nyi Divergence},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {18--33},
year = {2015},
url = {https://doi.org/10.1137/130939730},
doi = {10.1137/130939730},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AtarCD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BallaniG15,
author = {Jonas Ballani and
Lars Grasedyck},
title = {Hierarchical Tensor Approximation of Output Quantities of Parameter-Dependent
PDEs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {852--872},
year = {2015},
url = {https://doi.org/10.1137/140960980},
doi = {10.1137/140960980},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BallaniG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BanerjeeBBBCM15,
author = {Sourabh Banerjee and
Ayanendranath Basu and
Sourabh Bhattacharya and
Smarajit Bose and
Dalia Chakrabarty and
Soumendu Sundar Mukherjee},
title = {Minimum Distance Estimation of Milky Way Model Parameters and Related
Inference},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {91--115},
year = {2015},
url = {https://doi.org/10.1137/130935525},
doi = {10.1137/130935525},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BanerjeeBBBCM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BanksCH15,
author = {H. T. Banks and
Jared Catenacci and
Shuhua Hu},
title = {Asymptotic Properties of Probability Measure Estimators in a Nonparametric
Model},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {417--433},
year = {2015},
url = {https://doi.org/10.1137/140972639},
doi = {10.1137/140972639},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BanksCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BardsleySSHK15,
author = {Johnathan M. Bardsley and
Aku Sepp{\"{a}}nen and
Antti Solonen and
Heikki Haario and
Jari P. Kaipio},
title = {Randomize-Then-Optimize for Sampling and Uncertainty Quantification
in Electrical Impedance Tomography},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {1136--1158},
year = {2015},
url = {https://doi.org/10.1137/140978272},
doi = {10.1137/140978272},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BardsleySSHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BelomestnyLS15,
author = {Denis Belomestny and
Marcel Ladkau and
John Schoenmakers},
title = {Multilevel Simulation Based Policy Iteration for Optimal Stopping-Convergence
and Complexity},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {460--483},
year = {2015},
url = {https://doi.org/10.1137/140958463},
doi = {10.1137/140958463},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BelomestnyLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BennerOS15,
author = {Peter Benner and
Akwum Onwunta and
Martin Stoll},
title = {Low-Rank Solution of Unsteady Diffusion Equations with Stochastic
Coefficients},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {622--649},
year = {2015},
url = {https://doi.org/10.1137/130937251},
doi = {10.1137/130937251},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BennerOS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BerryH15,
author = {Tyrus Berry and
John Harlim},
title = {Nonparametric Uncertainty Quantification for Stochastic Gradient Flows},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {484--508},
year = {2015},
url = {https://doi.org/10.1137/14097940X},
doi = {10.1137/14097940X},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BerryH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BryantPW15,
author = {Corey M. Bryant and
Serge Prudhomme and
Tim Wildey},
title = {Error Decomposition and Adaptivity for Response Surface Approximations
from PDEs with Parametric Uncertainty},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {1020--1045},
year = {2015},
url = {https://doi.org/10.1137/140962632},
doi = {10.1137/140962632},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BryantPW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Charrier15,
author = {Julia Charrier},
title = {Numerical Analysis of the Advection-Diffusion of a Solute in Porous
Media with Uncertainty},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {650--685},
year = {2015},
url = {https://doi.org/10.1137/130937457},
doi = {10.1137/130937457},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Charrier15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChaudhryEGT15,
author = {Jehanzeb Hameed Chaudhry and
Donald J. Estep and
Victor Ginting and
Simon Tavener},
title = {A Posteriori Analysis for Iterative Solvers for Nonautonomous Evolution
Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {434--459},
year = {2015},
url = {https://doi.org/10.1137/130949403},
doi = {10.1137/130949403},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChaudhryEGT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChenRGMP15,
author = {Si Chen and
Kristofer{-}Roy G. Reyes and
Maneesh K. Gupta and
Michael C. McAlpine and
Warren B. Powell},
title = {Optimal Learning in Experimental Design Using the Knowledge Gradient
Policy with Application to Characterizing Nanoemulsion Stability},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {320--345},
year = {2015},
url = {https://doi.org/10.1137/140971129},
doi = {10.1137/140971129},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ChenRGMP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChevreuilLNR15,
author = {Mathilde Chevreuil and
R{\'{e}}gis Lebrun and
Anthony Nouy and
Prashant Rai},
title = {A Least-Squares Method for Sparse Low Rank Approximation of Multivariate
Functions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {897--921},
year = {2015},
url = {https://doi.org/10.1137/13091899X},
doi = {10.1137/13091899X},
timestamp = {Wed, 21 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChevreuilLNR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DodwellKST15,
author = {Tim J. Dodwell and
Christian Ketelsen and
Robert Scheichl and
Aretha L. Teckentrup},
title = {A Hierarchical Multilevel Markov Chain Monte Carlo Algorithm with
Applications to Uncertainty Quantification in Subsurface Flow},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {1075--1108},
year = {2015},
url = {https://doi.org/10.1137/130915005},
doi = {10.1137/130915005},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DodwellKST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DolgovKLM15,
author = {Sergey Dolgov and
Boris N. Khoromskij and
Alexander Litvinenko and
Hermann G. Matthies},
title = {Polynomial Chaos Expansion of Random Coefficients and the Solution
of Stochastic Partial Differential Equations in the Tensor Train Format},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {1109--1135},
year = {2015},
url = {https://doi.org/10.1137/140972536},
doi = {10.1137/140972536},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/DolgovKLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DrohmannC15,
author = {Martin Drohmann and
Kevin Carlberg},
title = {The {ROMES} Method for Statistical Modeling of Reduced-Order-Model
Error},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {116--145},
year = {2015},
url = {https://doi.org/10.1137/140969841},
doi = {10.1137/140969841},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DrohmannC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ErnstSS15,
author = {Oliver G. Ernst and
Bj{\"{o}}rn Sprungk and
Hans{-}J{\"{o}}rg Starkloff},
title = {Analysis of the Ensemble and Polynomial Chaos Kalman Filters in Bayesian
Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {823--851},
year = {2015},
url = {https://doi.org/10.1137/140981319},
doi = {10.1137/140981319},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ErnstSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GilesN015,
author = {Michael B. Giles and
Tigran Nagapetyan and
Klaus Ritter},
title = {Multilevel Monte Carlo Approximation of Distribution Functions and
Densities},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {267--295},
year = {2015},
url = {https://doi.org/10.1137/140960086},
doi = {10.1137/140960086},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GilesN015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GolchiBCC15,
author = {Shirin Golchi and
Derek R. Bingham and
Hugh A. Chipman and
David A. Campbell},
title = {Monotone Emulation of Computer Experiments},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {370--392},
year = {2015},
url = {https://doi.org/10.1137/140976741},
doi = {10.1137/140976741},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GolchiBCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HookerLR15,
author = {Giles Hooker and
Kevin K. Lin and
Bruce Rogers},
title = {Control Theory and Experimental Design in Diffusion Processes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {234--264},
year = {2015},
url = {https://doi.org/10.1137/140962280},
doi = {10.1137/140962280},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HookerLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HyvonenL15,
author = {Nuutti Hyv{\"{o}}nen and
Matti Leinonen},
title = {Stochastic Galerkin Finite Element Method with Local Conductivity
Basis for Electrical Impedance Tomography},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {998--1019},
year = {2015},
url = {https://doi.org/10.1137/140999050},
doi = {10.1137/140999050},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HyvonenL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JarmanT15,
author = {K. D. Jarman Jr. and
Alexandre M. Tartakovsky},
title = {Erratum: {A} Comparison of Closures for Stochastic Advection-Diffusion
Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {265--266},
year = {2015},
url = {https://doi.org/10.1137/140996483},
doi = {10.1137/140996483},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/JarmanT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Kovacs0S15,
author = {Mih{\'{a}}ly Kov{\'{a}}cs and
Felix Lindner and
Ren{\'{e}} L. Schilling},
title = {Weak Convergence of Finite Element Approximations of Linear Stochastic
Evolution Equations with Additive L{\'{e}}vy Noise},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {1159--1199},
year = {2015},
url = {https://doi.org/10.1137/15M1009792},
doi = {10.1137/15M1009792},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Kovacs0S15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KressnerKNT15,
author = {Daniel Kressner and
Rajesh Kumar and
Fabio Nobile and
Christine Tobler},
title = {Low-Rank Tensor Approximation for High-Order Correlation Functions
of Gaussian Random Fields},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {393--416},
year = {2015},
url = {https://doi.org/10.1137/140968938},
doi = {10.1137/140968938},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KressnerKNT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Kuehn15,
author = {Christian Kuehn},
title = {Numerical Continuation and {SPDE} Stability for the 2D Cubic-Quintic
Allen-Cahn Equation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {762--789},
year = {2015},
url = {https://doi.org/10.1137/140993685},
doi = {10.1137/140993685},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Kuehn15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KwiatkowskiM15,
author = {Evan Kwiatkowski and
Jan Mandel},
title = {Convergence of the Square Root Ensemble Kalman Filter in the Large
Ensemble Limit},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {1--17},
year = {2015},
url = {https://doi.org/10.1137/140965363},
doi = {10.1137/140965363},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/KwiatkowskiM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MahmoodWP15,
author = {Asif Mahmood and
Robert L. Wolpert and
E. Bruce Pitman},
title = {A Physics-Based Emulator for the Simulation of Geophysical Mass Flows},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {562--585},
year = {2015},
url = {https://doi.org/10.1137/130909445},
doi = {10.1137/130909445},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MahmoodWP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MohamadS15,
author = {Mustafa A. Mohamad and
Themistoklis P. Sapsis},
title = {Probabilistic Description of Extreme Events in Intermittently Unstable
Dynamical Systems Excited by Correlated Stochastic Processes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {709--736},
year = {2015},
url = {https://doi.org/10.1137/140978235},
doi = {10.1137/140978235},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MohamadS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MoralM15,
author = {Pierre Del Moral and
Lawrence M. Murray},
title = {Sequential Monte Carlo with Highly Informative Observations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {969--997},
year = {2015},
url = {https://doi.org/10.1137/15M1011214},
doi = {10.1137/15M1011214},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MoralM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RaoS15,
author = {Vishwas Rao and
Adrian Sandu},
title = {A Posteriori Error Estimates for the Solution of Variational Inverse
Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {737--761},
year = {2015},
url = {https://doi.org/10.1137/140990036},
doi = {10.1137/140990036},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RaoS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RayHHSS15,
author = {Jaideep Ray and
Zhangshuan Hou and
Maoyi Huang and
Khachik Sargsyan and
Laura P. Swiler},
title = {Bayesian Calibration of the Community Land Model Using Surrogates},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {199--233},
year = {2015},
url = {https://doi.org/10.1137/140957998},
doi = {10.1137/140957998},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RayHHSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/RegierS15,
author = {Jeffrey C. Regier and
Philip B. Stark},
title = {Mini-Minimax Uncertainty Quantification for Emulators},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {686--708},
year = {2015},
url = {https://doi.org/10.1137/130917909},
doi = {10.1137/130917909},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/RegierS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Roosta-Khorasani15,
author = {Farbod Roosta{-}Khorasani and
G{\'{a}}bor J. Sz{\'{e}}kely and
Uri M. Ascher},
title = {Assessing Stochastic Algorithms for Large Scale Nonlinear Least Squares
Problems Using Extremal Probabilities of Linear Combinations of Gamma
Random Variables},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {61--90},
year = {2015},
url = {https://doi.org/10.1137/14096311X},
doi = {10.1137/14096311X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Roosta-Khorasani15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Sanz-AlonsoS15,
author = {Daniel Sanz{-}Alonso and
Andrew M. Stuart},
title = {Long-Time Asymptotics of the Filtering Distribution for Partially
Observed Chaotic Dynamical Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {1200--1220},
year = {2015},
url = {https://doi.org/10.1137/140997336},
doi = {10.1137/140997336},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Sanz-AlonsoS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SinsbeckT15,
author = {Michael Sinsbeck and
Daniel M. Tartakovsky},
title = {Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multifidelity
Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {954--968},
year = {2015},
url = {https://doi.org/10.1137/141001743},
doi = {10.1137/141001743},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SinsbeckT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Soize15,
author = {Christian Soize},
title = {Polynomial Chaos Expansion of a Multimodal Random Vector},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {34--60},
year = {2015},
url = {https://doi.org/10.1137/140968495},
doi = {10.1137/140968495},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Soize15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/StaberG15,
author = {Brian Staber and
Johann Guilleminot},
title = {Approximate Solutions of Lagrange Multipliers for Information-Theoretic
Random Field Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {599--621},
year = {2015},
url = {https://doi.org/10.1137/14099574X},
doi = {10.1137/14099574X},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/StaberG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Stark15,
author = {Philip B. Stark},
title = {Constraints versus Priors},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {586--598},
year = {2015},
url = {https://doi.org/10.1137/130920721},
doi = {10.1137/130920721},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Stark15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SturlaugsonS15,
author = {Liessman Sturlaugson and
John W. Sheppard},
title = {Sensitivity Analysis of Continuous Time Bayesian Network Reliability
Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {346--369},
year = {2015},
url = {https://doi.org/10.1137/140953848},
doi = {10.1137/140953848},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SturlaugsonS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Tan15,
author = {Matthias Hwai Yong Tan},
title = {Sequential Bayesian Polynomial Chaos Model Selection for Estimation
of Sensitivity Indices},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {146--168},
year = {2015},
url = {https://doi.org/10.1137/130931175},
doi = {10.1137/130931175},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Tan15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TeckentrupJWG15,
author = {Aretha L. Teckentrup and
Peter Jantsch and
Clayton G. Webster and
Max D. Gunzburger},
title = {A Multilevel Stochastic Collocation Method for Partial Differential
Equations with Random Input Data},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {1046--1074},
year = {2015},
url = {https://doi.org/10.1137/140969002},
doi = {10.1137/140969002},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/TeckentrupJWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/UllmannP15,
author = {Elisabeth Ullmann and
Catherine E. Powell},
title = {Solving Log-Transformed Random Diffusion Problems by Stochastic Galerkin
Mixed Finite Element Methods},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {509--534},
year = {2015},
url = {https://doi.org/10.1137/14100097X},
doi = {10.1137/14100097X},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/UllmannP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/UllmannP15a,
author = {Elisabeth Ullmann and
Iason Papaioannou},
title = {Multilevel Estimation of Rare Events},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {922--953},
year = {2015},
url = {https://doi.org/10.1137/140992953},
doi = {10.1137/140992953},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/UllmannP15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Vollmer15,
author = {Sebastian J. Vollmer},
title = {Dimension-Independent {MCMC} Sampling for Inverse Problems with Non-Gaussian
Priors},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {535--561},
year = {2015},
url = {https://doi.org/10.1137/130929904},
doi = {10.1137/130929904},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Vollmer15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WangBCAGSHT15,
author = {Peng Wang and
David A. Barajas{-}Solano and
Emil M. Constantinescu and
Shrirang Abhyankar and
Debojyoti Ghosh and
Barry F. Smith and
Zhenyu Huang and
Alexandre M. Tartakovsky},
title = {Probabilistic Density Function Method for Stochastic ODEs of Power
Systems with Uncertain Power Input},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {873--896},
year = {2015},
url = {https://doi.org/10.1137/130940050},
doi = {10.1137/130940050},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/WangBCAGSHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WykGBS15,
author = {Hans{-}Werner van Wyk and
Max D. Gunzburger and
John Burkhardt and
Miroslav Stoyanov},
title = {Power-Law Noises over General Spatial Domains and on Nonstandard Meshes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {3},
number = {1},
pages = {296--319},
year = {2015},
url = {https://doi.org/10.1137/140985433},
doi = {10.1137/140985433},
timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/WykGBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/0004GHM14,
author = {Nan Chen and
Dimitrios Giannakis and
Radu Herbei and
Andrew J. Majda},
title = {An {MCMC} Algorithm for Parameter Estimation in Signals with Hidden
Intermittent Instability},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {647--669},
year = {2014},
url = {https://doi.org/10.1137/130944977},
doi = {10.1137/130944977},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/0004GHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/0016Q14,
author = {Peng Chen and
Alfio Quarteroni},
title = {Weighted Reduced Basis Method for Stochastic Optimal Control Problems
with Elliptic {PDE} Constraint},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {364--396},
year = {2014},
url = {https://doi.org/10.1137/130940517},
doi = {10.1137/130940517},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/0016Q14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AgapiouBPS14,
author = {Sergios Agapiou and
Johnathan M. Bardsley and
Omiros Papaspiliopoulos and
Andrew M. Stuart},
title = {Analysis of the Gibbs Sampler for Hierarchical Inverse Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {511--544},
year = {2014},
url = {https://doi.org/10.1137/130944229},
doi = {10.1137/130944229},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AgapiouBPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AzzimontiNSS14,
author = {Laura Azzimonti and
Fabio Nobile and
Laura M. Sangalli and
Piercesare Secchi},
title = {Mixed Finite Elements for Spatial Regression with {PDE} Penalization},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {305--335},
year = {2014},
url = {https://doi.org/10.1137/130925426},
doi = {10.1137/130925426},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/AzzimontiNSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BaoCWZ14,
author = {Feng Bao and
Yanzhao Cao and
Clayton G. Webster and
Guannan Zhang},
title = {A Hybrid Sparse-Grid Approach for Nonlinear Filtering Problems Based
on Adaptive-Domain of the Zakai Equation Approximations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {784--804},
year = {2014},
url = {https://doi.org/10.1137/140952910},
doi = {10.1137/140952910},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BaoCWZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BonizzoniN14,
author = {Francesca Bonizzoni and
Fabio Nobile},
title = {Perturbation Analysis for the Darcy Problem with Log-Normal Permeability},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {223--244},
year = {2014},
url = {https://doi.org/10.1137/130949415},
doi = {10.1137/130949415},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BonizzoniN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Bui-ThanhG14,
author = {Tan Bui{-}Thanh and
Omar Ghattas},
title = {An Analysis of Infinite Dimensional Bayesian Inverse Shape Acoustic
Scattering and Its Numerical Approximation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {203--222},
year = {2014},
url = {https://doi.org/10.1137/120894877},
doi = {10.1137/120894877},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/Bui-ThanhG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ButlerETDW14,
author = {Troy D. Butler and
Donald J. Estep and
Simon Tavener and
Clint Dawson and
Joannes J. Westerink},
title = {A Measure-Theoretic Computational Method for Inverse Sensitivity Problems
{III:} Multiple Quantities of Interest},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {174--202},
year = {2014},
url = {https://doi.org/10.1137/130930406},
doi = {10.1137/130930406},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ButlerETDW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ElfversonEHM14,
author = {Daniel Elfverson and
Donald J. Estep and
Fredrik Hellman and
Axel M{\aa}lqvist},
title = {Uncertainty Quantification for Approximate p-Quantiles for Physical
Models with Stochastic Inputs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {826--850},
year = {2014},
url = {https://doi.org/10.1137/140967039},
doi = {10.1137/140967039},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ElfversonEHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GauthierP14,
author = {Bertrand Gauthier and
Luc Pronzato},
title = {Spectral Approximation of the {IMSE} Criterion for Optimal Designs
in Kernel-Based Interpolation Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {805--825},
year = {2014},
url = {https://doi.org/10.1137/130928534},
doi = {10.1137/130928534},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GauthierP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GinsbourgerBCPG14,
author = {David Ginsbourger and
Jean Baccou and
Cl{\'{e}}ment Chevalier and
Fr{\'{e}}d{\'{e}}ric Perales and
Nicolas Garland and
Yann Monerie},
title = {Bayesian Adaptive Reconstruction of Profile Optima and Optimizers},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {490--510},
year = {2014},
url = {https://doi.org/10.1137/130949555},
doi = {10.1137/130949555},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GinsbourgerBCPG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GordonP14,
author = {Andrew Gordon and
Catherine E. Powell},
title = {A Preconditioner for Fictitious Domain Formulations of Elliptic PDEs
on Uncertain Parameterized Domains},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {622--646},
year = {2014},
url = {https://doi.org/10.1137/130924202},
doi = {10.1137/130924202},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GordonP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GramacyNW14,
author = {Robert B. Gramacy and
Jarad Niemi and
Robin Weiss},
title = {Massively Parallel Approximate Gaussian Process Regression},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {564--584},
year = {2014},
url = {https://doi.org/10.1137/130941912},
doi = {10.1137/130941912},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/GramacyNW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GratietCI14,
author = {Lo{\"{\i}}c Le Gratiet and
Claire Cannamela and
Bertrand Iooss},
title = {A Bayesian Approach for Global Sensitivity Analysis of (Multifidelity)
Computer Codes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {336--363},
year = {2014},
url = {https://doi.org/10.1137/130926869},
doi = {10.1137/130926869},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GratietCI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GrattonT14,
author = {Serge Gratton and
David Titley{-}P{\'{e}}loquin},
title = {Stochastic Conditioning of Matrix Functions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {763--783},
year = {2014},
url = {https://doi.org/10.1137/140973827},
doi = {10.1137/140973827},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/GrattonT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Grigoriu14,
author = {Mircea Grigoriu},
title = {Response Statistics for Random Heterogeneous Microstructures},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {252--275},
year = {2014},
url = {https://doi.org/10.1137/130921490},
doi = {10.1137/130921490},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Grigoriu14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Hessling14,
author = {Jan Peter Hessling},
title = {Identification of Complex Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {717--744},
year = {2014},
url = {https://doi.org/10.1137/130934477},
doi = {10.1137/130934477},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Hessling14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HorwoodP14,
author = {Joshua T. Horwood and
Aubrey B. Poore},
title = {Gauss von Mises Distribution for Improved Uncertainty Realism in Space
Situational Awareness},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {276--304},
year = {2014},
url = {https://doi.org/10.1137/130917296},
doi = {10.1137/130917296},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HorwoodP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Jagalur-MohanSD14,
author = {Jayanth Jagalur{-}Mohan and
Onkar Sahni and
Alireza Doostan and
Assad A. Oberai},
title = {Variational Multiscale Analysis: The Fine-Scale Green's Function for
Stochastic Partial Differential Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {397--422},
year = {2014},
url = {https://doi.org/10.1137/130940359},
doi = {10.1137/130940359},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Jagalur-MohanSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KantasBJ14,
author = {Nikolas Kantas and
Alexandros Beskos and
Ajay Jasra},
title = {Sequential Monte Carlo Methods for High-Dimensional Inverse Problems:
{A} Case Study for the Navier-Stokes Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {464--489},
year = {2014},
url = {https://doi.org/10.1137/130930364},
doi = {10.1137/130930364},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/KantasBJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KleiberSW14,
author = {William Kleiber and
Stephan R. Sain and
Michael Wiltberger},
title = {Model Calibration via Deformation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {545--563},
year = {2014},
url = {https://doi.org/10.1137/130935367},
doi = {10.1137/130935367},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KleiberSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KohlerMW14,
author = {Dominic Kohler and
Johannes M{\"{u}}ller and
Utz Wever},
title = {Cellular Probabilistic Automata - {A} Novel Method for Uncertainty
Propagation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {29--54},
year = {2014},
url = {https://doi.org/10.1137/120897183},
doi = {10.1137/120897183},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KohlerMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Kouri14,
author = {Drew P. Kouri},
title = {A Multilevel Stochastic Collocation Algorithm for Optimization of
PDEs with Uncertain Coefficients},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {55--81},
year = {2014},
url = {https://doi.org/10.1137/130915960},
doi = {10.1137/130915960},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Kouri14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/LabovskyG14,
author = {Alexander E. Labovsky and
Max D. Gunzburger},
title = {An Efficient and Accurate Method for the Identification of the Most
Influential Random Parameters Appearing in the Input Data for PDEs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {82--105},
year = {2014},
url = {https://doi.org/10.1137/120883785},
doi = {10.1137/120883785},
timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/LabovskyG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/OMalleyV14,
author = {Daniel O'Malley and
Velimir V. Vesselinov},
title = {A Combined Probabilistic/Nonprobabilistic Decision Analysis for Contaminant
Remediation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {607--621},
year = {2014},
url = {https://doi.org/10.1137/140965132},
doi = {10.1137/140965132},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/OMalleyV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Owen14,
author = {Art B. Owen},
title = {Sobol' Indices and Shapley Value},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {245--251},
year = {2014},
url = {https://doi.org/10.1137/130936233},
doi = {10.1137/130936233},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Owen14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PampellAS14,
author = {A. Pampell and
A. B. Aceves and
Gowri Srinivasan},
title = {Predicting Dynamic Trends of the Atlantic Meridional Overturning Circulation
for Transient and Stochastic Forcing Effects},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {585--606},
year = {2014},
url = {https://doi.org/10.1137/130930819},
doi = {10.1137/130930819},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PampellAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PerrinSDF14,
author = {Guillaume Perrin and
Christian Soize and
Denis Duhamel and
C. Funfschilling},
title = {A Posteriori Error and Optimal Reduced Basis for Stochastic Processes
Defined by a Finite Set of Realizations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {745--762},
year = {2014},
url = {https://doi.org/10.1137/130905095},
doi = {10.1137/130905095},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PerrinSDF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Rahman14,
author = {Sharif Rahman},
title = {A Generalized {ANOVA} Dimensional Decomposition for Dependent Probability
Measures},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {670--697},
year = {2014},
url = {https://doi.org/10.1137/120904378},
doi = {10.1137/120904378},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Rahman14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SchickHM14,
author = {Michael Schick and
Vincent Heuveline and
O. P. Le Ma},
title = {A Newton-Galerkin Method for Fluid Flow Exhibiting Uncertain Periodic
Dynamics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {153--173},
year = {2014},
url = {https://doi.org/10.1137/130908919},
doi = {10.1137/130908919},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SchickHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SpillerBBCPPW14,
author = {Elaine T. Spiller and
Maria J. Bayarri and
James O. Berger and
Eliza S. Calder and
Abani K. Patra and
E. Bruce Pitman and
Robert L. Wolpert},
title = {Automating Emulator Construction for Geophysical Hazard Maps},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {126--152},
year = {2014},
url = {https://doi.org/10.1137/120899285},
doi = {10.1137/120899285},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SpillerBBCPPW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/StrongO14,
author = {Mark Strong and
Jeremy E. Oakley},
title = {When Is a Model Good Enough? Deriving the Expected Value of Model
Improvement via Specifying Internal Model Discrepancies},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {106--125},
year = {2014},
url = {https://doi.org/10.1137/120889563},
doi = {10.1137/120889563},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/StrongO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/TangI14,
author = {Gary Tang and
Gianluca Iaccarino},
title = {Subsampled Gauss Quadrature Nodes for Estimating Polynomial Chaos
Expansions},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {423--443},
year = {2014},
url = {https://doi.org/10.1137/130913511},
doi = {10.1137/130913511},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/TangI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/WilliamsonB14,
author = {Daniel B. Williamson and
Adam T. Blaker},
title = {Evolving Bayesian Emulators for Structured Chaotic Time Series, with
Application to Large Climate Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {1--28},
year = {2014},
url = {https://doi.org/10.1137/120900915},
doi = {10.1137/120900915},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/WilliamsonB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/XuLL14,
author = {Gongjun Xu and
Guang Lin and
Jingchen Liu},
title = {Rare-Event Simulation for the Stochastic Korteweg-de Vries Equation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {698--716},
year = {2014},
url = {https://doi.org/10.1137/130944473},
doi = {10.1137/130944473},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/XuLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ZhuNX14,
author = {Xueyu Zhu and
Akil Narayan and
Dongbin Xiu},
title = {Computational Aspects of Stochastic Collocation with Multifidelity
Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {2},
number = {1},
pages = {444--463},
year = {2014},
url = {https://doi.org/10.1137/130949154},
doi = {10.1137/130949154},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ZhuNX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ArnstSG13,
author = {Maarten Arnst and
Christian Soize and
Roger G. Ghanem},
title = {Hybrid Sampling/Spectral Method for Solving Stochastic Coupled Problems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {218--243},
year = {2013},
url = {https://doi.org/10.1137/120894403},
doi = {10.1137/120894403},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/ArnstSG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BatouS13,
author = {A. Batou and
Christian Soize},
title = {Calculation of Lagrange Multipliers in the Construction of Maximum
Entropy Distributions in High Stochastic Dimension},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {431--451},
year = {2013},
url = {https://doi.org/10.1137/120901386},
doi = {10.1137/120901386},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BatouS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BenderS13,
author = {Christian Bender and
Jessica Steiner},
title = {A Posteriori Estimates for Backward SDEs},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {139--163},
year = {2013},
url = {https://doi.org/10.1137/120878689},
doi = {10.1137/120878689},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BenderS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BergerEG13,
author = {James O. Berger and
Donald J. Estep and
Max D. Gunzburger},
title = {Message from the Editors},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {1},
year = {2013},
url = {https://doi.org/10.1137/130973363},
doi = {10.1137/130973363},
timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BergerEG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ButlerDW13,
author = {Troy D. Butler and
Clint Dawson and
Tim Wildey},
title = {Propagation of Uncertainties Using Improved Surrogate Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {164--191},
year = {2013},
url = {https://doi.org/10.1137/120888399},
doi = {10.1137/120888399},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ButlerDW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ChengHYZ13,
author = {Mulin Cheng and
Thomas Y. Hou and
Mike P. Yan and
Zhiwen Zhang},
title = {A Data-Driven Stochastic Method for Elliptic PDEs with Random Coefficients},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {452--493},
year = {2013},
url = {https://doi.org/10.1137/130913249},
doi = {10.1137/130913249},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ChengHYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/DEliaG13,
author = {Marta D'Elia and
Max D. Gunzburger},
title = {Coarse-Grid Sampling Interpolatory Methods for Approximating Gaussian
Random Fields},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {270--296},
year = {2013},
url = {https://doi.org/10.1137/120883311},
doi = {10.1137/120883311},
timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/DEliaG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/ElmanL13,
author = {Howard C. Elman and
Qifeng Liao},
title = {Reduced Basis Collocation Methods for Partial Differential Equations
with Random Coefficients},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {192--217},
year = {2013},
url = {https://doi.org/10.1137/120881841},
doi = {10.1137/120881841},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/ElmanL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Gratiet13,
author = {Lo{\"{\i}}c Le Gratiet},
title = {Bayesian Analysis of Hierarchical Multifidelity Codes},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {244--269},
year = {2013},
url = {https://doi.org/10.1137/120884122},
doi = {10.1137/120884122},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Gratiet13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HaasdonkUW13,
author = {Bernard Haasdonk and
Karsten Urban and
Bernhard Wieland},
title = {Reduced Basis Methods for Parameterized Partial Differential Equations
with Stochastic Influences Using the Karhunen-Lo{\`{e}}ve Expansion},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {79--105},
year = {2013},
url = {https://doi.org/10.1137/120876745},
doi = {10.1137/120876745},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/HaasdonkUW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HeatonGS13,
author = {Matthew J. Heaton and
Tamara A. Greasby and
Stephan R. Sain},
title = {Modeling Uncertainty in Climate Using Ensembles of Regional and Global
Climate Models and Multiple Observation-Based Data Sets},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {535--559},
year = {2013},
url = {https://doi.org/10.1137/12088505X},
doi = {10.1137/12088505X},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HeatonGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Hessling13,
author = {Jan Peter Hessling},
title = {Deterministic Sampling for Propagating Model Covariance},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {297--318},
year = {2013},
url = {https://doi.org/10.1137/120899133},
doi = {10.1137/120899133},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Hessling13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/HighamMRSY13,
author = {Desmond J. Higham and
Xuerong Mao and
Mikolaj Roj and
Qingshuo Song and
George Yin},
title = {Mean Exit Times and the Multilevel Monte Carlo Method},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {2--18},
year = {2013},
url = {https://doi.org/10.1137/120883803},
doi = {10.1137/120883803},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/HighamMRSY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JarmanT13,
author = {K. D. Jarman Jr. and
Alexandre M. Tartakovsky},
title = {A Comparison of Closures for Stochastic Advection-Diffusion Equations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {319--347},
year = {2013},
url = {https://doi.org/10.1137/120897419},
doi = {10.1137/120897419},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/JarmanT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/JinM13,
author = {Qinian Jin and
Peter Math{\'{e}}},
title = {Oracle Inequality for a Statistical Raus-Gfrerer-Type Rule},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {386--407},
year = {2013},
url = {https://doi.org/10.1137/120889149},
doi = {10.1137/120889149},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/JinM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/KenzBS13,
author = {Zackary R. Kenz and
H. T. Banks and
Ralph C. Smith},
title = {Comparison of Frequentist and Bayesian Confidence Analysis Methods
on a Viscoelastic Stenosis Model},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {348--369},
year = {2013},
url = {https://doi.org/10.1137/130917867},
doi = {10.1137/130917867},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/KenzBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MinunnoOCP13,
author = {F. Minunno and
Marcel van Oijen and
D. R. Cameron and
J. S. Pereira},
title = {Selecting Parameters for Bayesian Calibration of a Process-Based Model:
{A} Methodology Based on Canonical Correlation Analysis},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {370--385},
year = {2013},
url = {https://doi.org/10.1137/120891344},
doi = {10.1137/120891344},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MinunnoOCP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MurrayJP13,
author = {Lawrence M. Murray and
Emlyn M. Jones and
John S. Parslow},
title = {On Disturbance State-Space Models and the Particle Marginal Metropolis-Hastings
Sampler},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {494--521},
year = {2013},
url = {https://doi.org/10.1137/130915376},
doi = {10.1137/130915376},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/MurrayJP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Owen13,
author = {Art B. Owen},
title = {Variance Components and Generalized Sobol' Indices},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {19--41},
year = {2013},
url = {https://doi.org/10.1137/120876782},
doi = {10.1137/120876782},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Owen13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PichenyG13,
author = {Victor Picheny and
David Ginsbourger},
title = {A Nonstationary Space-Time Gaussian Process Model for Partially Converged
Simulations},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {57--78},
year = {2013},
url = {https://doi.org/10.1137/120882834},
doi = {10.1137/120882834},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/PichenyG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Pulch13,
author = {Roland Pulch},
title = {Stochastic Galerkin Methods for Analyzing Equilibria of Random Dynamical
Systems},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {408--430},
year = {2013},
url = {https://doi.org/10.1137/130923543},
doi = {10.1137/130923543},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Pulch13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SinghSJBL13,
author = {Kumaresh Singh and
Adrian Sandu and
M. Jardak and
Kevin W. Bowman and
Meemong Lee},
title = {A Practical Method to Estimate Information Content in the Context
of 4D-Var Data Assimilation},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {106--138},
year = {2013},
url = {https://doi.org/10.1137/120884523},
doi = {10.1137/120884523},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SinghSJBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/SteinS13,
author = {Jerome L. Stein and
Seth Stein},
title = {Formulating Natural Hazard Policies under Uncertainty},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {42--56},
year = {2013},
url = {https://doi.org/10.1137/120891149},
doi = {10.1137/120891149},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/SteinS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/Thorarinsdottir13,
author = {Thordis Linda Thorarinsdottir and
Tilmann Gneiting and
Nadine Gissibl},
title = {Using Proper Divergence Functions to Evaluate Climate Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {1},
number = {1},
pages = {522--534},
year = {2013},
url = {https://doi.org/10.1137/130907550},
doi = {10.1137/130907550},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/Thorarinsdottir13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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