Sun, Xiang; Pan, Xiaomin; Choi, Jung-Il Non-intrusive framework of reduced-order modeling based on proper orthogonal decomposition and polynomial chaos expansion. (English) Zbl 07309640 J. Comput. Appl. Math. 390, Article ID 113372, 23 p. (2021). MSC: 76M35 76D05 76R50 80A19 PDF BibTeX XML Cite \textit{X. Sun} et al., J. Comput. Appl. Math. 390, Article ID 113372, 23 p. (2021; Zbl 07309640) Full Text: DOI
Garreis, Sebastian; Surowiec, Thomas M.; Ulbrich, Michael An interior-point approach for solving risk-averse PDE-constrained optimization problems with coherent risk measures. (English) Zbl 07305920 SIAM J. Optim. 31, No. 1, 1-29 (2021). MSC: 49J20 49J50 49J55 49K20 49K45 90C15 PDF BibTeX XML Cite \textit{S. Garreis} et al., SIAM J. Optim. 31, No. 1, 1--29 (2021; Zbl 07305920) Full Text: DOI
Pulch, Roland; Narayan, Akil Sensitivity analysis of random linear dynamical systems using quadratic outputs. (English) Zbl 07305174 J. Comput. Appl. Math. 387, Article ID 112491, 15 p. (2021). MSC: 93E03 93C05 PDF BibTeX XML Cite \textit{R. Pulch} and \textit{A. Narayan}, J. Comput. Appl. Math. 387, Article ID 112491, 15 p. (2021; Zbl 07305174) Full Text: DOI
Khan, Arbaz; Bespalov, Alex; Powell, Catherine E.; Silvester, David J. Robust a posteriori error estimation for parameter-dependent linear elasticity equations. (English) Zbl 07298449 Math. Comput. 90, No. 328, 613-636 (2021). MSC: 65N30 65N15 35R60 74B10 35Q74 PDF BibTeX XML Cite \textit{A. Khan} et al., Math. Comput. 90, No. 328, 613--636 (2021; Zbl 07298449) Full Text: DOI
Li, Sijing; Zhang, Zhiwen; Zhao, Hongkai A data-driven approach for multiscale elliptic PDEs with random coefficients based on intrinsic dimension reduction. (English) Zbl 07308308 Multiscale Model. Simul. 18, No. 3, 1242-1271 (2020). MSC: 35J08 35J15 35R60 65N30 65N80 78M34 PDF BibTeX XML Cite \textit{S. Li} et al., Multiscale Model. Simul. 18, No. 3, 1242--1271 (2020; Zbl 07308308) Full Text: DOI
Li, Qin; Liu, Jian-Guo; Shu, Ruiwen Sensitivity analysis of Burgers’ equation with shocks. (English) Zbl 07307673 SIAM/ASA J. Uncertain. Quantif. 8, 1493-1521 (2020). MSC: 65M70 35L67 35R60 35Q53 93B35 62C10 PDF BibTeX XML Cite \textit{Q. Li} et al., SIAM/ASA J. Uncertain. Quantif. 8, 1493--1521 (2020; Zbl 07307673) Full Text: DOI
Tuo, Rui; Wang, Wenjia Kriging prediction with isotropic matern correlations: robustness and experimental designs. (English) Zbl 07306883 J. Mach. Learn. Res. 21, Paper No. 187, 38 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Tuo} and \textit{W. Wang}, J. Mach. Learn. Res. 21, Paper No. 187, 38 p. (2020; Zbl 07306883) Full Text: Link
Kusch, Jonas; McClarren, Ryan G.; Frank, Martin Filtered stochastic Galerkin methods for hyperbolic equations. (English) Zbl 07302768 J. Comput. Phys. 403, Article ID 109073, 19 p. (2020). MSC: 62J07 35L45 35R60 PDF BibTeX XML Cite \textit{J. Kusch} et al., J. Comput. Phys. 403, Article ID 109073, 19 p. (2020; Zbl 07302768) Full Text: DOI
Geneva, Nicholas; Zabaras, Nicholas Modeling the dynamics of PDE systems with physics-constrained deep auto-regressive networks. (English) Zbl 07302755 J. Comput. Phys. 403, Article ID 109056, 32 p. (2020). MSC: 65 65M75 65K10 65M70 68T07 PDF BibTeX XML Cite \textit{N. Geneva} and \textit{N. Zabaras}, J. Comput. Phys. 403, Article ID 109056, 32 p. (2020; Zbl 07302755) Full Text: DOI
Fairbanks, Hillary R.; Jofre, Lluís; Geraci, Gianluca; Iaccarino, Gianluca; Doostan, Alireza Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence. (English) Zbl 07302395 J. Comput. Phys. 402, Article ID 108996, 23 p. (2020). MSC: 76M20 76M28 76T15 80A21 PDF BibTeX XML Cite \textit{H. R. Fairbanks} et al., J. Comput. Phys. 402, Article ID 108996, 23 p. (2020; Zbl 07302395) Full Text: DOI
Jin, Shi; Liu, Liu; Russo, Giovanni; Zhou, Zhennan Gaussian wave packet transform based numerical scheme for the semi-classical Schrödinger equation with random inputs. (English) Zbl 07302309 J. Comput. Phys. 401, Article ID 109015, 21 p. (2020). MSC: 65C30 65M70 35R60 81Q20 PDF BibTeX XML Cite \textit{S. Jin} et al., J. Comput. Phys. 401, Article ID 109015, 21 p. (2020; Zbl 07302309) Full Text: DOI
Chung, Seung Whan; Bond, Stephen D.; Cyr, Eric C.; Freund, Jonathan B. Regular sensitivity computation avoiding chaotic effects in particle-in-cell plasma methods. (English) Zbl 07302271 J. Comput. Phys. 400, Article ID 108969, 32 p. (2020). MSC: 76M28 76X05 PDF BibTeX XML Cite \textit{S. W. Chung} et al., J. Comput. Phys. 400, Article ID 108969, 32 p. (2020; Zbl 07302271) Full Text: DOI
Silva, V. L. S.; Cardoso, M. A.; Oliveira, D. F. B.; de Moraes, R. J. Stochastic optimization strategies applied to the OLYMPUS benchmark. (English) Zbl 07301363 Comput. Geosci. 24, No. 6, 1943-1958 (2020). MSC: 86A20 86A32 86-08 PDF BibTeX XML Cite \textit{V. L. S. Silva} et al., Comput. Geosci. 24, No. 6, 1943--1958 (2020; Zbl 07301363) Full Text: DOI
Sung, Chih-Li; Hung, Ying; Rittase, William; Zhu, Cheng; Wu, C. F. J. Calibration for computer experiments with binary responses and application to cell adhesion study. (English) Zbl 1452.62592 J. Am. Stat. Assoc. 115, No. 532, 1664-1674 (2020). MSC: 62K25 62P10 62G05 PDF BibTeX XML Cite \textit{C.-L. Sung} et al., J. Am. Stat. Assoc. 115, No. 532, 1664--1674 (2020; Zbl 1452.62592) Full Text: DOI
Lv, Junlong; Zhang, Zhiwen A multiscale multilevel Monte Carlo method for multiscale elliptic PDEs with random coefficients. (English) Zbl 07295060 Commun. Math. Res. 36, No. 2, 154-192 (2020). MSC: 65C05 65N30 65N12 PDF BibTeX XML Cite \textit{J. Lv} and \textit{Z. Zhang}, Commun. Math. Res. 36, No. 2, 154--192 (2020; Zbl 07295060) Full Text: DOI
Guo, Ling; Narayan, Akil; Liu, Yongle; Zhou, Tao Sparse approximation of data-driven polynomial chaos expansions: an induced sampling approach. (English) Zbl 07295059 Commun. Math. Res. 36, No. 2, 128-153 (2020). MSC: 41A10 65D15 PDF BibTeX XML Cite \textit{L. Guo} et al., Commun. Math. Res. 36, No. 2, 128--153 (2020; Zbl 07295059) Full Text: DOI
Hijazi, Saddam; Stabile, Giovanni; Mola, Andrea; Rozza, Gianluigi Non-intrusive polynomial chaos method applied to full-order and reduced problems in computational fluid dynamics: a comparison and perspectives. (English) Zbl 07287510 D’Elia, Marta (ed.) et al., Quantification of uncertainty: improving efficiency and technology. QUIET. Selected contributions based on the presentations at the international workshop, Trieste, Italy, July 18–21, 2017. Cham: Springer (ISBN 978-3-030-48720-1/hbk; 978-3-030-48721-8/ebook). Lecture Notes in Computational Science and Engineering 137, 217-240 (2020). MSC: 62L20 62P35 65M75 76D06 35Q30 PDF BibTeX XML Cite \textit{S. Hijazi} et al., Lect. Notes Comput. Sci. Eng. 137, 217--240 (2020; Zbl 07287510) Full Text: DOI
Boccadifuoco, Alessandro; Mariotti, Alessandro; Capellini, Katia; Celi, Simona; Salvetti, Maria Vittoria Uncertainty quantification applied to hemodynamic simulations of thoracic aorta aneurysms: sensitivity to inlet conditions. (English) Zbl 07287508 D’Elia, Marta (ed.) et al., Quantification of uncertainty: improving efficiency and technology. QUIET. Selected contributions based on the presentations at the international workshop, Trieste, Italy, July 18–21, 2017. Cham: Springer (ISBN 978-3-030-48720-1/hbk; 978-3-030-48721-8/ebook). Lecture Notes in Computational Science and Engineering 137, 171-192 (2020). MSC: 62P10 62-08 65C20 PDF BibTeX XML Cite \textit{A. Boccadifuoco} et al., Lect. Notes Comput. Sci. Eng. 137, 171--192 (2020; Zbl 07287508) Full Text: DOI
Capodaglio, Giacomo; Gunzburger, Max Piecewise polynomial approximation of probability density functions with application to uncertainty quantification for stochastic PDEs. (English) Zbl 07287505 D’Elia, Marta (ed.) et al., Quantification of uncertainty: improving efficiency and technology. QUIET. Selected contributions based on the presentations at the international workshop, Trieste, Italy, July 18–21, 2017. Cham: Springer (ISBN 978-3-030-48720-1/hbk; 978-3-030-48721-8/ebook). Lecture Notes in Computational Science and Engineering 137, 101-127 (2020). MSC: 62L20 65M75 65D05 60H15 PDF BibTeX XML Cite \textit{G. Capodaglio} and \textit{M. Gunzburger}, Lect. Notes Comput. Sci. Eng. 137, 101--127 (2020; Zbl 07287505) Full Text: DOI
D’Elia, M.; Phipps, E.; Rushdi, A.; Ebeida, M. S. Surrogate-based ensemble grouping strategies for embedded sampling-based uncertainty quantification. (English) Zbl 07287503 D’Elia, Marta (ed.) et al., Quantification of uncertainty: improving efficiency and technology. QUIET. Selected contributions based on the presentations at the international workshop, Trieste, Italy, July 18–21, 2017. Cham: Springer (ISBN 978-3-030-48720-1/hbk; 978-3-030-48721-8/ebook). Lecture Notes in Computational Science and Engineering 137, 41-66 (2020). MSC: 62L20 62-08 65M70 60H15 35R60 PDF BibTeX XML Cite \textit{M. D'Elia} et al., Lect. Notes Comput. Sci. Eng. 137, 41--66 (2020; Zbl 07287503) Full Text: DOI
Bochmann, Maximilian; Kämmerer, Lutz; Potts, Daniel A sparse FFT approach for ODE with random coefficients. (English) Zbl 07286543 Adv. Comput. Math. 46, No. 5, Paper No. 65, 21 p. (2020). MSC: 65T50 65C30 42A10 60H10 60H35 PDF BibTeX XML Cite \textit{M. Bochmann} et al., Adv. Comput. Math. 46, No. 5, Paper No. 65, 21 p. (2020; Zbl 07286543) Full Text: DOI
Musharbash, Eleonora; Nobile, Fabio; Vidličková, Eva Symplectic dynamical low rank approximation of wave equations with random parameters. (English) Zbl 07286417 BIT 60, No. 4, 1153-1201 (2020). MSC: 65M60 65M70 65M06 35L05 37M15 65P10 PDF BibTeX XML Cite \textit{E. Musharbash} et al., BIT 60, No. 4, 1153--1201 (2020; Zbl 07286417) Full Text: DOI
Balasuriya, Sanjeeva Stochastic sensitivity: a computable Lagrangian uncertainty measure for unsteady flows. (English) Zbl 07286346 SIAM Rev. 62, No. 4, 781-816 (2020). MSC: 60H10 76R50 60H30 60H40 76F99 PDF BibTeX XML Cite \textit{S. Balasuriya}, SIAM Rev. 62, No. 4, 781--816 (2020; Zbl 07286346) Full Text: DOI
Rousseau, Judith; Szabo, Botond Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors. (English) Zbl 07285289 Ann. Stat. 48, No. 4, 2155-2179 (2020). MSC: 62G20 62G05 62G08 62G07 62G15 PDF BibTeX XML Cite \textit{J. Rousseau} and \textit{B. Szabo}, Ann. Stat. 48, No. 4, 2155--2179 (2020; Zbl 07285289) Full Text: DOI Euclid
Mignolet, Marc; Soize, Christian Compressed principal component analysis of non-Gaussian vectors. (English) Zbl 1451.62069 SIAM/ASA J. Uncertain. Quantif. 8, 1261-1286 (2020). MSC: 62H25 60G60 PDF BibTeX XML Cite \textit{M. Mignolet} and \textit{C. Soize}, SIAM/ASA J. Uncertain. Quantif. 8, 1261--1286 (2020; Zbl 1451.62069) Full Text: DOI
Bonizzoni, Francesca; Nobile, Fabio Regularity and sparse approximation of the recursive first moment equations for the lognormal Darcy problem. (English) Zbl 07283142 Comput. Math. Appl. 80, No. 12, 2925-2947 (2020). MSC: 35 60 PDF BibTeX XML Cite \textit{F. Bonizzoni} and \textit{F. Nobile}, Comput. Math. Appl. 80, No. 12, 2925--2947 (2020; Zbl 07283142) Full Text: DOI
Szabó, Barna; Actis, Ricardo; Rusk, David Validation of a predictor of fatigue failure in the high-cycle range. (English) Zbl 07283117 Comput. Math. Appl. 80, No. 11, 2451-2461 (2020). MSC: 68 74 PDF BibTeX XML Cite \textit{B. Szabó} et al., Comput. Math. Appl. 80, No. 11, 2451--2461 (2020; Zbl 07283117) Full Text: DOI
Herrmann, Lukas; Schwab, Christoph; Zech, Jakob Deep neural network expression of posterior expectations in Bayesian PDE inversion. (English) Zbl 07283093 Inverse Probl. 36, No. 12, Article ID 125011, 32 p. (2020). MSC: 35R30 35J25 PDF BibTeX XML Cite \textit{L. Herrmann} et al., Inverse Probl. 36, No. 12, Article ID 125011, 32 p. (2020; Zbl 07283093) Full Text: DOI
Rabitti, Giovanni; Borgonovo, Emanuele Is mortality or interest rate the most important risk in annuity models? A comparison of sensitivity analysis methods. (English) Zbl 1452.91281 Insur. Math. Econ. 95, 48-58 (2020). MSC: 91G05 91D20 91G30 PDF BibTeX XML Cite \textit{G. Rabitti} and \textit{E. Borgonovo}, Insur. Math. Econ. 95, 48--58 (2020; Zbl 1452.91281) Full Text: DOI
Feischl, Michael; Peterseim, Daniel Sparse compression of expected solution operators. (English) Zbl 07275252 SIAM J. Numer. Anal. 58, No. 6, 3144-3164 (2020). MSC: 65N30 65C05 35R60 35R05 65T60 PDF BibTeX XML Cite \textit{M. Feischl} and \textit{D. Peterseim}, SIAM J. Numer. Anal. 58, No. 6, 3144--3164 (2020; Zbl 07275252) Full Text: DOI
Dunbar, Oliver R. A.; Dunlop, Matthew M.; Elliott, Charles M.; Hoang, Viet Ha; Stuart, Andrew M. Reconciling Bayesian and perimeter regularization for binary inversion. (English) Zbl 07271928 SIAM J. Sci. Comput. 42, No. 4, A1984-A2013 (2020). MSC: 62G08 62M40 94A08 PDF BibTeX XML Cite \textit{O. R. A. Dunbar} et al., SIAM J. Sci. Comput. 42, No. 4, A1984--A2013 (2020; Zbl 07271928) Full Text: DOI
Escapil-Inchauspé, Paul; Jerez-Hanckes, Carlos Helmholtz scattering by random domains: first-order sparse boundary element approximation. (English) Zbl 07271922 SIAM J. Sci. Comput. 42, No. 5, A2561-A2592 (2020). MSC: 47A40 35J25 49Q12 PDF BibTeX XML Cite \textit{P. Escapil-Inchauspé} and \textit{C. Jerez-Hanckes}, SIAM J. Sci. Comput. 42, No. 5, A2561--A2592 (2020; Zbl 07271922) Full Text: DOI
Beck, Andrea; Dürrwächter, Jakob; Kuhn, Thomas; Meyer, Fabian; Munz, Claus-Dieter; Rohde, Christian \(hp\)-multilevel Monte Carlo methods for uncertainty quantification of compressible Navier-Stokes equations. (English) Zbl 07271907 SIAM J. Sci. Comput. 42, No. 4, B1067-B1091 (2020). MSC: 65C05 35R60 65M60 PDF BibTeX XML Cite \textit{A. Beck} et al., SIAM J. Sci. Comput. 42, No. 4, B1067--B1091 (2020; Zbl 07271907) Full Text: DOI
Panicucci, Paolo; Bercovici, Benjamin; Zenou, Emmanuel; McMahon, Jay; Delpech, Michel; Lebreton, Jérémy; Kanani, Keyvan Uncertainties in the gravity spherical harmonics coefficients arising from a stochastic polyhedral shape. (English) Zbl 1448.70041 Celest. Mech. Dyn. Astron. 132, No. 4, Paper No. 23, 27 p. (2020). MSC: 70F15 PDF BibTeX XML Cite \textit{P. Panicucci} et al., Celest. Mech. Dyn. Astron. 132, No. 4, Paper No. 23, 27 p. (2020; Zbl 1448.70041) Full Text: DOI
Soize, Christian; Ghanem, Roger G.; Desceliers, Christophe Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset. (English) Zbl 1452.62987 Stat. Comput. 30, No. 5, 1433-1457 (2020). MSC: 62R07 62R30 62P10 68T05 PDF BibTeX XML Cite \textit{C. Soize} et al., Stat. Comput. 30, No. 5, 1433--1457 (2020; Zbl 1452.62987) Full Text: DOI
Ha, Seung-Yeal; Moon, Bora Quantitative local sensitivity estimates for the random kinetic Cucker-Smale model with chemotactic movement. (English) Zbl 1446.35205 Kinet. Relat. Models 13, No. 5, 889-931 (2020). MSC: 35Q82 35Q92 37H99 PDF BibTeX XML Cite \textit{S.-Y. Ha} and \textit{B. Moon}, Kinet. Relat. Models 13, No. 5, 889--931 (2020; Zbl 1446.35205) Full Text: DOI
Sung, Chih-Li; Hung, Ying; Rittase, William; Zhu, Cheng; Jeff Wu, C. F. A generalized Gaussian process model for computer experiments with binary time series. (English) Zbl 1445.62242 J. Am. Stat. Assoc. 115, No. 530, 945-956 (2020). MSC: 62M10 62K99 60G15 PDF BibTeX XML Cite \textit{C.-L. Sung} et al., J. Am. Stat. Assoc. 115, No. 530, 945--956 (2020; Zbl 1445.62242) Full Text: DOI
Bao, Gang; Lin, Yiwen; Xu, Xiang Inverse scattering by a random periodic structure. (English) Zbl 1452.78015 SIAM J. Numer. Anal. 58, No. 5, 2934-2952 (2020). Reviewer: Luis Filipe Pinheiro de Castro (Aveiro) MSC: 78A46 65C30 65N21 35J05 62F15 PDF BibTeX XML Cite \textit{G. Bao} et al., SIAM J. Numer. Anal. 58, No. 5, 2934--2952 (2020; Zbl 1452.78015) Full Text: DOI
Cressie, Noel; Wikle, Christopher K. Measuring, mapping, and uncertainty quantification in the space-time cube. (English) Zbl 1451.62106 Rev. Mat. Complut. 33, No. 3, 643-660 (2020). MSC: 62M30 62A01 60H15 62P12 83A05 PDF BibTeX XML Cite \textit{N. Cressie} and \textit{C. K. Wikle}, Rev. Mat. Complut. 33, No. 3, 643--660 (2020; Zbl 1451.62106) Full Text: DOI
Martin, Ryan; Ning, Bo Empirical priors and coverage of posterior credible sets in a sparse normal mean model. (English) Zbl 1451.62017 Sankhyā, Ser. A 82, No. 2, 477-498 (2020). MSC: 62C12 62F12 62E20 PDF BibTeX XML Cite \textit{R. Martin} and \textit{B. Ning}, Sankhyā, Ser. A 82, No. 2, 477--498 (2020; Zbl 1451.62017) Full Text: DOI
Sniekers, Suzanne; van der Vaart, Aad Adaptive Bayesian credible bands in regression with a Gaussian process prior. (English) Zbl 1451.62044 Sankhyā, Ser. A 82, No. 2, 386-425 (2020). MSC: 62G15 62G05 62G20 60G15 PDF BibTeX XML Cite \textit{S. Sniekers} and \textit{A. van der Vaart}, Sankhyā, Ser. A 82, No. 2, 386--425 (2020; Zbl 1451.62044) Full Text: DOI
Li, Wentao; Xue, Xiaoping; Xu, Weihua; Zhan, Tao; Fan, Bingjiao Double-quantitative variable consistency dominance-based rough set approach. (English) Zbl 07264252 Int. J. Approx. Reasoning 124, 1-26 (2020). MSC: 68T37 PDF BibTeX XML Cite \textit{W. Li} et al., Int. J. Approx. Reasoning 124, 1--26 (2020; Zbl 07264252) Full Text: DOI
Chu, Chenchen; Bhattacharyya, Mainak; Dureisseix, David; Faverjon, Béatrice Weakly intrusive time homogenization technique to deal with pseudo-cyclic coupled thermomechanical problems with uncertainties. (English) Zbl 07262510 Comput. Mech. 66, No. 3, 669-682 (2020). MSC: 74 PDF BibTeX XML Cite \textit{C. Chu} et al., Comput. Mech. 66, No. 3, 669--682 (2020; Zbl 07262510) Full Text: DOI
Kouri, D. P.; Surowiec, T. M. Risk-averse optimal control of semilinear elliptic PDEs. (English) Zbl 1448.49006 ESAIM, Control Optim. Calc. Var. 26, Paper No. 53, 19 p. (2020). MSC: 49J20 49J55 49K20 49K45 90C15 35J61 PDF BibTeX XML Cite \textit{D. P. Kouri} and \textit{T. M. Surowiec}, ESAIM, Control Optim. Calc. Var. 26, Paper No. 53, 19 p. (2020; Zbl 1448.49006) Full Text: DOI
Bercovici, Benjamin; Panicucci, Paolo; McMahon, Jay Analytical shape uncertainties in the polyhedron gravity model. (English) Zbl 1451.70030 Celest. Mech. Dyn. Astron. 132, No. 5, Paper No. 29, 32 p. (2020). MSC: 70F15 PDF BibTeX XML Cite \textit{B. Bercovici} et al., Celest. Mech. Dyn. Astron. 132, No. 5, Paper No. 29, 32 p. (2020; Zbl 1451.70030) Full Text: DOI
Marque-Pucheu, Sophie; Perrin, Guillaume; Garnier, Josselin An efficient dimension reduction for the Gaussian process emulation of two nested codes with functional outputs. (English) Zbl 07255803 Comput. Stat. 35, No. 3, 1059-1099 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{S. Marque-Pucheu} et al., Comput. Stat. 35, No. 3, 1059--1099 (2020; Zbl 07255803) Full Text: DOI
Martin, Ryan; Tang, Yiqi Empirical priors for prediction in sparse high-dimensional linear regression. (English) Zbl 07255175 J. Mach. Learn. Res. 21, Paper No. 144, 30 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Martin} and \textit{Y. Tang}, J. Mach. Learn. Res. 21, Paper No. 144, 30 p. (2020; Zbl 07255175) Full Text: Link
Hong, Liang; Martin, Ryan Model misspecification, Bayesian versus credibility estimation, and Gibbs posteriors. (English) Zbl 1448.91261 Scand. Actuar. J. 2020, No. 7, 634-649 (2020). MSC: 91G05 62P05 62F15 PDF BibTeX XML Cite \textit{L. Hong} and \textit{R. Martin}, Scand. Actuar. J. 2020, No. 7, 634--649 (2020; Zbl 1448.91261) Full Text: DOI
Kouri, Drew P.; Surowiec, Thomas M. Epi-regularization of risk measures. (English) Zbl 07242704 Math. Oper. Res. 45, No. 2, 774-795 (2020). MSC: 90C15 PDF BibTeX XML Cite \textit{D. P. Kouri} and \textit{T. M. Surowiec}, Math. Oper. Res. 45, No. 2, 774--795 (2020; Zbl 07242704) Full Text: DOI
Eigel, Martin; Marschall, Manuel; Multerer, Michael An adaptive stochastic Galerkin tensor train discretization for randomly perturbed domains. (English) Zbl 1447.65137 SIAM/ASA J. Uncertain. Quantif. 8, 1189-1214 (2020). MSC: 65N30 65N12 35R60 47B80 60H35 65C20 65N22 65J10 PDF BibTeX XML Cite \textit{M. Eigel} et al., SIAM/ASA J. Uncertain. Quantif. 8, 1189--1214 (2020; Zbl 1447.65137) Full Text: DOI
Yang, Lun; Wang, Peng; Tartakovsky, Daniel M. Resource-constrained model selection for uncertainty propagation and data assimilation. (English) Zbl 07242147 SIAM/ASA J. Uncertain. Quantif. 8, 1118-1138 (2020). MSC: 65C30 65C05 76D05 60H30 PDF BibTeX XML Cite \textit{L. Yang} et al., SIAM/ASA J. Uncertain. Quantif. 8, 1118--1138 (2020; Zbl 07242147) Full Text: DOI
Crépey, S.; Fort, G.; Gobet, E.; Stazhynski, U. Uncertainty quantification for stochastic approximation limits using chaos expansion. (English) Zbl 1448.62125 SIAM/ASA J. Uncertain. Quantif. 8, 1061-1089 (2020). MSC: 62L20 41A10 41A25 60B12 60F15 90C15 PDF BibTeX XML Cite \textit{S. Crépey} et al., SIAM/ASA J. Uncertain. Quantif. 8, 1061--1089 (2020; Zbl 1448.62125) Full Text: DOI
Mukherjee, Arpan; Rai, Rahul; Singla, Puneet; Singh, Tarunraj; Patra, Abani Overlapping clustering based technique for scalable uncertainty quantification in physical systems. (English) Zbl 07242138 SIAM/ASA J. Uncertain. Quantif. 8, 827-859 (2020). MSC: 65C30 91C20 65D32 PDF BibTeX XML Cite \textit{A. Mukherjee} et al., SIAM/ASA J. Uncertain. Quantif. 8, 827--859 (2020; Zbl 07242138) Full Text: DOI
Nickl, Richard; Ray, Kolyan Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions. (English) Zbl 1450.62041 Ann. Stat. 48, No. 3, 1383-1408 (2020). Reviewer: Wiesław Dziubdziela (Miedziana Góra) MSC: 62G20 60J60 60H10 60F17 62R10 65N21 PDF BibTeX XML Cite \textit{R. Nickl} and \textit{K. Ray}, Ann. Stat. 48, No. 3, 1383--1408 (2020; Zbl 1450.62041) Full Text: DOI Euclid
Abdulle, Assyr; Garegnani, Giacomo Random time step probabilistic methods for uncertainty quantification in chaotic and geometric numerical integration. (English) Zbl 07241238 Stat. Comput. 30, No. 4, 907-932 (2020). MSC: 65C30 65F15 65L09 PDF BibTeX XML Cite \textit{A. Abdulle} and \textit{G. Garegnani}, Stat. Comput. 30, No. 4, 907--932 (2020; Zbl 07241238) Full Text: DOI
López-Lopera, Andrés F.; Bachoc, François; Durrande, Nicolas; Rohmer, Jérémy; Idier, Déborah; Roustant, Olivier Approximating Gaussian process emulators with linear inequality constraints and noisy observations via MC and MCMC. (English) Zbl 07240104 Tuffin, Bruno (ed.) et al., Monte Carlo and quasi-Monte Carlo methods. MCQMC 2018. Proceedings of the 13th international conference on Monte Carlo and quasi-Monte Carlo methods in scientific computing, Rennes, France, July 1–6, 2018. Cham: Springer (ISBN 978-3-030-43464-9/hbk; 978-3-030-43465-6/ebook). Springer Proceedings in Mathematics & Statistics 324, 363-381 (2020). MSC: 65C05 PDF BibTeX XML Cite \textit{A. F. López-Lopera} et al., in: Monte Carlo and quasi-Monte Carlo methods. MCQMC 2018. Proceedings of the 13th international conference on Monte Carlo and quasi-Monte Carlo methods in scientific computing, Rennes, France, July 1--6, 2018. Cham: Springer. 363--381 (2020; Zbl 07240104) Full Text: DOI
Herrmann, Lukas; Schwab, Christoph Multilevel quasi-Monte Carlo uncertainty quantification for advection-diffusion-reaction. (English) Zbl 07240088 Tuffin, Bruno (ed.) et al., Monte Carlo and quasi-Monte Carlo methods. MCQMC 2018. Proceedings of the 13th international conference on Monte Carlo and quasi-Monte Carlo methods in scientific computing, Rennes, France, July 1–6, 2018. Cham: Springer (ISBN 978-3-030-43464-9/hbk; 978-3-030-43465-6/ebook). Springer Proceedings in Mathematics & Statistics 324, 31-67 (2020). MSC: 65C05 PDF BibTeX XML Cite \textit{L. Herrmann} and \textit{C. Schwab}, in: Monte Carlo and quasi-Monte Carlo methods. MCQMC 2018. Proceedings of the 13th international conference on Monte Carlo and quasi-Monte Carlo methods in scientific computing, Rennes, France, July 1--6, 2018. Cham: Springer. 31--67 (2020; Zbl 07240088) Full Text: DOI
Lee, Ben Seiyon; Haran, Murali; Fuller, Robert W.; Pollard, David; Keller, Klaus A fast particle-based approach for calibrating a 3-D model of the Antarctic ice sheet. (English) Zbl 1446.62298 Ann. Appl. Stat. 14, No. 2, 605-634 (2020). MSC: 62P12 62L12 65C05 86A08 62-08 PDF BibTeX XML Cite \textit{B. S. Lee} et al., Ann. Appl. Stat. 14, No. 2, 605--634 (2020; Zbl 1446.62298) Full Text: DOI Euclid
Patil, Prerna; Babaee, Hessam Real-time reduced-order modeling of stochastic partial differential equations via time-dependent subspaces. (English) Zbl 1440.65012 J. Comput. Phys. 415, Article ID 109511, 25 p. (2020). MSC: 65C30 60H15 PDF BibTeX XML Cite \textit{P. Patil} and \textit{H. Babaee}, J. Comput. Phys. 415, Article ID 109511, 25 p. (2020; Zbl 1440.65012) Full Text: DOI
Krumscheid, S.; Nobile, F.; Pisaroni, M. Quantifying uncertain system outputs via the multilevel Monte Carlo method. I: Central moment estimation. (English) Zbl 1440.65008 J. Comput. Phys. 414, Article ID 109466, 20 p. (2020). MSC: 65C05 91G10 35R60 76M35 76H05 PDF BibTeX XML Cite \textit{S. Krumscheid} et al., J. Comput. Phys. 414, Article ID 109466, 20 p. (2020; Zbl 1440.65008) Full Text: DOI
Brencher, Lukas; Barth, Andrea Hyperbolic conservation laws with stochastic discontinuous flux functions. (English) Zbl 07239611 Klöfkorn, Robert (ed.) et al., Finite volumes for complex applications IX – methods, theoretical aspects, examples. FVCA 9, Bergen, Norway, June 15–19, 2020. In 2 volumes. Volume I and II. Cham: Springer (ISBN 978-3-030-43650-6/hbk; 978-3-030-43651-3/ebook). Springer Proceedings in Mathematics & Statistics 323, 265-273 (2020). MSC: 65M08 65N08 35L65 35R05 35R60 60H15 68U20 PDF BibTeX XML Cite \textit{L. Brencher} and \textit{A. Barth}, in: Finite volumes for complex applications IX -- methods, theoretical aspects, examples. FVCA 9, Bergen, Norway, June 15--19, 2020. In 2 volumes. Volume I and II. Cham: Springer. 265--273 (2020; Zbl 07239611) Full Text: DOI
Butler, Troy; Wildey, T.; Yen, Tian Yu Data-consistent inversion for stochastic input-to-output maps. (English) Zbl 1446.62080 Inverse Probl. 36, No. 8, Article ID 085015, 29 p. (2020). MSC: 62F10 62L20 PDF BibTeX XML Cite \textit{T. Butler} et al., Inverse Probl. 36, No. 8, Article ID 085015, 29 p. (2020; Zbl 1446.62080) Full Text: DOI
Duan, X.; Rubin, J. E.; Swigon, D. Identification of affine dynamical systems from a single trajectory. (English) Zbl 1451.34021 Inverse Probl. 36, No. 8, Article ID 085004, 36 p. (2020). Reviewer: Namig Guliyev (Baku) MSC: 34A55 34A30 PDF BibTeX XML Cite \textit{X. Duan} et al., Inverse Probl. 36, No. 8, Article ID 085004, 36 p. (2020; Zbl 1451.34021) Full Text: DOI
Fursov, Ilya; Christie, Mike; Lord, Gabriel Applying kriging proxies for Markov chain Monte Carlo in reservoir simulation. (English) Zbl 1439.86032 Comput. Geosci. 24, No. 4, 1725-1746 (2020). MSC: 86A32 60G15 62F15 62M05 65C05 PDF BibTeX XML Cite \textit{I. Fursov} et al., Comput. Geosci. 24, No. 4, 1725--1746 (2020; Zbl 1439.86032) Full Text: DOI
Lima, Mateus M.; Emerick, Alexandre A.; Ortiz, Carlos E. P. Data-space inversion with ensemble smoother. (English) Zbl 1439.86033 Comput. Geosci. 24, No. 3, 1179-1200 (2020). MSC: 86A32 86A20 86A22 PDF BibTeX XML Cite \textit{M. M. Lima} et al., Comput. Geosci. 24, No. 3, 1179--1200 (2020; Zbl 1439.86033) Full Text: DOI
Pradhan, Anshuman; Mukerji, Tapan Seismic Bayesian evidential learning: estimation and uncertainty quantification of sub-resolution reservoir properties. (English) Zbl 1439.86021 Comput. Geosci. 24, No. 3, 1121-1140 (2020). MSC: 86A15 62F15 68T05 86A32 PDF BibTeX XML Cite \textit{A. Pradhan} and \textit{T. Mukerji}, Comput. Geosci. 24, No. 3, 1121--1140 (2020; Zbl 1439.86021) Full Text: DOI
Giesselmann, Jan; Meyer, Fabian; Rohde, Christian A posteriori error analysis and adaptive non-intrusive numerical schemes for systems of random conservation laws. (English) Zbl 1446.65111 BIT 60, No. 3, 619-649 (2020). MSC: 65M60 65L06 65N30 65M70 65M50 65M15 35L65 35R60 62F15 PDF BibTeX XML Cite \textit{J. Giesselmann} et al., BIT 60, No. 3, 619--649 (2020; Zbl 1446.65111) Full Text: DOI
Šušnjara, Anna; Dodig, Hrvoje; Cvetković, Mario; Poljak, Dragan Stochastic dosimetry of a three compartment head model. (English) Zbl 07228795 Eng. Anal. Bound. Elem. 117, 332-345 (2020). MSC: 74 78 PDF BibTeX XML Cite \textit{A. Šušnjara} et al., Eng. Anal. Bound. Elem. 117, 332--345 (2020; Zbl 07228795) Full Text: DOI
Gao, Wenwu; Sun, Xingping; Wu, Zongmin; Zhou, Xuan Multivariate Monte Carlo approximation based on scattered data. (English) Zbl 07228313 SIAM J. Sci. Comput. 42, No. 4, A2262-A2280 (2020). Reviewer: Martin D. Buhmann (Gießen) MSC: 65D05 41A05 41A63 41A65 65C05 65D10 65D15 PDF BibTeX XML Cite \textit{W. Gao} et al., SIAM J. Sci. Comput. 42, No. 4, A2262--A2280 (2020; Zbl 07228313) Full Text: DOI
Herman, Elizabeth; Alexanderian, Alen; Saibaba, Arvind K. Randomization and reweighted \(\ell_1\)-minimization for A-optimal design of linear inverse problems. (English) Zbl 1442.62175 SIAM J. Sci. Comput. 42, No. 3, A1714-A1740 (2020). MSC: 62K05 62-08 62F15 35Q62 35R30 68W20 PDF BibTeX XML Cite \textit{E. Herman} et al., SIAM J. Sci. Comput. 42, No. 3, A1714--A1740 (2020; Zbl 1442.62175) Full Text: DOI
Tabak, Esteban G.; Trigila, Giulio; Zhao, Wenjun Conditional density estimation and simulation through optimal transport. (English) Zbl 07224981 Mach. Learn. 109, No. 4, 665-688 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{E. G. Tabak} et al., Mach. Learn. 109, No. 4, 665--688 (2020; Zbl 07224981) Full Text: DOI
Chen, Chen; Liao, Qifeng ANOVA Gaussian process modeling for high-dimensional stochastic computational models. (English) Zbl 1437.62286 J. Comput. Phys. 416, Article ID 109519, 16 p. (2020). MSC: 62J10 65C20 60G15 35R60 76M35 76D07 PDF BibTeX XML Cite \textit{C. Chen} and \textit{Q. Liao}, J. Comput. Phys. 416, Article ID 109519, 16 p. (2020; Zbl 1437.62286) Full Text: DOI
Butler, T.; Jakeman, J. D.; Wildey, T. Optimal experimental design for prediction based on push-forward probability measures. (English) Zbl 1437.62297 J. Comput. Phys. 416, Article ID 109518, 17 p. (2020). MSC: 62K05 74K10 92D25 76M35 PDF BibTeX XML Cite \textit{T. Butler} et al., J. Comput. Phys. 416, Article ID 109518, 17 p. (2020; Zbl 1437.62297) Full Text: DOI
Huang, Daniel Z.; Xu, Kailai; Farhat, Charbel; Darve, Eric Learning constitutive relations from indirect observations using deep neural networks. (English) Zbl 1437.65192 J. Comput. Phys. 416, Article ID 109491, 27 p. (2020). MSC: 65N30 35J05 68T07 65D25 PDF BibTeX XML Cite \textit{D. Z. Huang} et al., J. Comput. Phys. 416, Article ID 109491, 27 p. (2020; Zbl 1437.65192) Full Text: DOI
Muhumuza, Kenneth; Roininen, Lassi; Huttunen, Janne M. J.; Lähivaara, Timo A Bayesian-based approach to improving acoustic Born waveform inversion of seismic data for viscoelastic media. (English) Zbl 1442.86005 Inverse Probl. 36, No. 7, Article ID 075010, 19 p. (2020). MSC: 86A15 86A32 PDF BibTeX XML Cite \textit{K. Muhumuza} et al., Inverse Probl. 36, No. 7, Article ID 075010, 19 p. (2020; Zbl 1442.86005) Full Text: DOI
Dölz, Jürgen A higher order perturbation approach for electromagnetic scattering problems on random domains. (English) Zbl 07217000 SIAM/ASA J. Uncertain. Quantif. 8, 748-774 (2020). Reviewer: Nikolaos L. Tsitsas (Athína) MSC: 35Q60 60H35 65C30 78A45 35R60 PDF BibTeX XML Cite \textit{J. Dölz}, SIAM/ASA J. Uncertain. Quantif. 8, 748--774 (2020; Zbl 07217000) Full Text: DOI
Heinkenschloss, Matthias; Kramer, Boris; Takhtaganov, Timur Adaptive reduced-order model construction for conditional value-at-risk estimation. (English) Zbl 1443.62152 SIAM/ASA J. Uncertain. Quantif. 8, 668-692 (2020). MSC: 62H12 35R60 65G99 65Y20 PDF BibTeX XML Cite \textit{M. Heinkenschloss} et al., SIAM/ASA J. Uncertain. Quantif. 8, 668--692 (2020; Zbl 1443.62152) Full Text: DOI
Ren, Kui; Vallélian, Sarah Characterizing impacts of model uncertainties in quantitative photoacoustics. (English) Zbl 1439.35570 SIAM/ASA J. Uncertain. Quantif. 8, 636-667 (2020). MSC: 35R30 49N45 35Q74 65M32 65N21 74J25 PDF BibTeX XML Cite \textit{K. Ren} and \textit{S. Vallélian}, SIAM/ASA J. Uncertain. Quantif. 8, 636--667 (2020; Zbl 1439.35570) Full Text: DOI
Schaden, Daniel; Ullmann, Elisabeth On multilevel best linear unbiased estimators. (English) Zbl 1439.35591 SIAM/ASA J. Uncertain. Quantif. 8, 601-635 (2020). MSC: 35R60 62J05 65N30 65C05 PDF BibTeX XML Cite \textit{D. Schaden} and \textit{E. Ullmann}, SIAM/ASA J. Uncertain. Quantif. 8, 601--635 (2020; Zbl 1439.35591) Full Text: DOI
Tang, Kejun; Liao, Qifeng Rank adaptive tensor recovery based model reduction for partial differential equations with high-dimensional random inputs. (English) Zbl 1435.65166 J. Comput. Phys. 409, Article ID 109326, 23 p. (2020). MSC: 65M60 35R60 65C20 PDF BibTeX XML Cite \textit{K. Tang} and \textit{Q. Liao}, J. Comput. Phys. 409, Article ID 109326, 23 p. (2020; Zbl 1435.65166) Full Text: DOI
Zhang, Jiaxin; Shields, Michael On the quantification and efficient propagation of imprecise probabilities with copula dependence. (English) Zbl 1445.68225 Int. J. Approx. Reasoning 122, 24-46 (2020). MSC: 68T37 62F15 62H05 PDF BibTeX XML Cite \textit{J. Zhang} and \textit{M. Shields}, Int. J. Approx. Reasoning 122, 24--46 (2020; Zbl 1445.68225) Full Text: DOI
Hintermüller, Michael; Strogies, Nikolai Identification of the friction function in a semilinear system for gas transport through a network. (English) Zbl 1443.35188 Optim. Methods Softw. 35, No. 3, 576-617 (2020). MSC: 35R30 35Q35 49M05 49N45 76N15 PDF BibTeX XML Cite \textit{M. Hintermüller} and \textit{N. Strogies}, Optim. Methods Softw. 35, No. 3, 576--617 (2020; Zbl 1443.35188) Full Text: DOI
Kostakis, Filippos; Mallison, Bradley T.; Durlofsky, Louis J. Multifidelity framework for uncertainty quantification with multiple quantities of interest. (English) Zbl 1434.86040 Comput. Geosci. 24, No. 2, 761-773 (2020). MSC: 86A32 86-10 86-08 PDF BibTeX XML Cite \textit{F. Kostakis} et al., Comput. Geosci. 24, No. 2, 761--773 (2020; Zbl 1434.86040) Full Text: DOI
Gao, Guohua; Jiang, Hao; Vink, Jeroen C.; Chen, Chaohui; El Khamra, Yaakoub; Ita, Joel J. Gaussian mixture model fitting method for uncertainty quantification by conditioning to production data. (English) Zbl 1434.86038 Comput. Geosci. 24, No. 2, 663-681 (2020). MSC: 86A32 86A22 62F15 62H30 PDF BibTeX XML Cite \textit{G. Gao} et al., Comput. Geosci. 24, No. 2, 663--681 (2020; Zbl 1434.86038) Full Text: DOI
de Moraes, Rafael J.; Hajibeygi, Hadi; Jansen, Jan Dirk A multiscale method for data assimilation. (English) Zbl 1434.86032 Comput. Geosci. 24, No. 2, 425-442 (2020). MSC: 86A22 86A32 62M20 PDF BibTeX XML Cite \textit{R. J. de Moraes} et al., Comput. Geosci. 24, No. 2, 425--442 (2020; Zbl 1434.86032) Full Text: DOI
Jiang, Su; Sun, Wenyue; Durlofsky, Louis J. A data-space inversion procedure for well control optimization and closed-loop reservoir management. (English) Zbl 1434.86034 Comput. Geosci. 24, No. 2, 361-379 (2020). MSC: 86A22 86-10 76S05 PDF BibTeX XML Cite \textit{S. Jiang} et al., Comput. Geosci. 24, No. 2, 361--379 (2020; Zbl 1434.86034) Full Text: DOI
Laborie, Vanessya; Ricci, Sophie; de Lozzo, Matthias; Goutal, Nicole; Audouin, Yoann; Sergent, Philippe Quantifying forcing uncertainties in the hydrodynamics of the Gironde estuary. (English) Zbl 1434.86041 Comput. Geosci. 24, No. 1, 181-202 (2020). MSC: 86A32 86A05 PDF BibTeX XML Cite \textit{V. Laborie} et al., Comput. Geosci. 24, No. 1, 181--202 (2020; Zbl 1434.86041) Full Text: DOI
Sochala, Pierre; Chen, Chen; Dawson, Clint; Iskandarani, Mohamed A polynomial chaos framework for probabilistic predictions of storm surge events. (English) Zbl 1434.86026 Comput. Geosci. 24, No. 1, 109-128 (2020). MSC: 86A10 86-08 PDF BibTeX XML Cite \textit{P. Sochala} et al., Comput. Geosci. 24, No. 1, 109--128 (2020; Zbl 1434.86026) Full Text: DOI
Lu, Hannah; Tartakovsky, Daniel M. Prediction accuracy of dynamic mode decomposition. (English) Zbl 1448.65134 SIAM J. Sci. Comput. 42, No. 3, A1639-A1662 (2020). MSC: 65M15 35K10 35K55 35K59 65F15 PDF BibTeX XML Cite \textit{H. Lu} and \textit{D. M. Tartakovsky}, SIAM J. Sci. Comput. 42, No. 3, A1639--A1662 (2020; Zbl 1448.65134) Full Text: DOI
Bardsley, Johnathan M.; Hansen, Per Christian MCMC algorithms for computational UQ of nonnegativity constrained linear inverse problems. (English) Zbl 1442.65031 SIAM J. Sci. Comput. 42, No. 2, A1269-A1288 (2020). MSC: 65F05 15A29 65C05 65C40 65F22 94A08 PDF BibTeX XML Cite \textit{J. M. Bardsley} and \textit{P. C. Hansen}, SIAM J. Sci. Comput. 42, No. 2, A1269--A1288 (2020; Zbl 1442.65031) Full Text: DOI
Gao, Han; Zhu, Xueyu; Wang, Jian-Xun A bi-fidelity surrogate modeling approach for uncertainty propagation in three-dimensional hemodynamic simulations. (English) Zbl 1442.76163 Comput. Methods Appl. Mech. Eng. 366, Article ID 113047, 22 p. (2020). MSC: 76Z05 92-10 92C35 PDF BibTeX XML Cite \textit{H. Gao} et al., Comput. Methods Appl. Mech. Eng. 366, Article ID 113047, 22 p. (2020; Zbl 1442.76163) Full Text: DOI
Perrin, Guillaume; Soize, Christian Adaptive method for indirect identification of the statistical properties of random fields in a Bayesian framework. (English) Zbl 07206115 Comput. Stat. 35, No. 1, 111-133 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{G. Perrin} and \textit{C. Soize}, Comput. Stat. 35, No. 1, 111--133 (2020; Zbl 07206115) Full Text: DOI
Fleeter, Casey M.; Geraci, Gianluca; Schiavazzi, Daniele E.; Kahn, Andrew M.; Marsden, Alison L. Multilevel and multifidelity uncertainty quantification for cardiovascular hemodynamics. (English) Zbl 1442.76162 Comput. Methods Appl. Mech. Eng. 365, Article ID 113030, 36 p. (2020). MSC: 76Z05 92C35 76M10 PDF BibTeX XML Cite \textit{C. M. Fleeter} et al., Comput. Methods Appl. Mech. Eng. 365, Article ID 113030, 36 p. (2020; Zbl 1442.76162) Full Text: DOI
Tallman, Aaron E.; Swiler, Laura P.; Wang, Yan; McDowell, David L. Uncertainty propagation in reduced order models based on crystal plasticity. (English) Zbl 1442.74047 Comput. Methods Appl. Mech. Eng. 365, Article ID 113009, 19 p. (2020). MSC: 74C20 PDF BibTeX XML Cite \textit{A. E. Tallman} et al., Comput. Methods Appl. Mech. Eng. 365, Article ID 113009, 19 p. (2020; Zbl 1442.74047) Full Text: DOI
Taghizadeh, Leila; Karimi, Ahmad; Stadlbauer, Benjamin; Weninger, Wolfgang J.; Kaniusas, Eugenijus; Heitzinger, Clemens Bayesian inversion for electrical-impedance tomography in medical imaging using the nonlinear Poisson-Boltzmann equation. (English) Zbl 1442.78008 Comput. Methods Appl. Mech. Eng. 365, Article ID 112959, 15 p. (2020). MSC: 78A46 62F15 62-08 78A55 PDF BibTeX XML Cite \textit{L. Taghizadeh} et al., Comput. Methods Appl. Mech. Eng. 365, Article ID 112959, 15 p. (2020; Zbl 1442.78008) Full Text: DOI
Rodriguez, Sergio; Ludkovski, Michael Probabilistic bisection with spatial metamodels. (English) Zbl 1443.62066 Eur. J. Oper. Res. 286, No. 2, 588-603 (2020). MSC: 62F15 62L05 90C26 91G20 PDF BibTeX XML Cite \textit{S. Rodriguez} and \textit{M. Ludkovski}, Eur. J. Oper. Res. 286, No. 2, 588--603 (2020; Zbl 1443.62066) Full Text: DOI
Ha, Seung-Yeal; Jin, Shi; Jung, Jinwook Local sensitivity analysis for the Kuramoto-Daido model with random inputs in a large coupling regime. (English) Zbl 1443.34032 SIAM J. Math. Anal. 52, No. 2, 2000-2040 (2020). MSC: 34C15 34D06 34F05 34A37 PDF BibTeX XML Cite \textit{S.-Y. Ha} et al., SIAM J. Math. Anal. 52, No. 2, 2000--2040 (2020; Zbl 1443.34032) Full Text: DOI
Jahanbin, Ramin; Rahman, Sharif Stochastic isogeometric analysis in linear elasticity. (English) Zbl 1442.74253 Comput. Methods Appl. Mech. Eng. 364, Article ID 112928, 38 p. (2020). MSC: 74S70 74S60 65N30 65D07 65N75 74B05 74S22 PDF BibTeX XML Cite \textit{R. Jahanbin} and \textit{S. Rahman}, Comput. Methods Appl. Mech. Eng. 364, Article ID 112928, 38 p. (2020; Zbl 1442.74253) Full Text: DOI
Zhang, Xinlei; Xiao, Heng; Gomez, Thomas; Coutier-Delgosha, Olivier Evaluation of ensemble methods for quantifying uncertainties in steady-state CFD applications with small ensemble sizes. (English) Zbl 07200207 Comput. Fluids 203, Article ID 104530, 13 p. (2020). MSC: 76 PDF BibTeX XML Cite \textit{X. Zhang} et al., Comput. Fluids 203, Article ID 104530, 13 p. (2020; Zbl 07200207) Full Text: DOI
Castrillón-Candás, Julio E.; Kon, Mark Analytic regularity and stochastic collocation of high-dimensional Newton iterates. (English) Zbl 07198855 Adv. Comput. Math. 46, No. 3, Paper No. 42, 33 p. (2020). MSC: 65 PDF BibTeX XML Cite \textit{J. E. Castrillón-Candás} and \textit{M. Kon}, Adv. Comput. Math. 46, No. 3, Paper No. 42, 33 p. (2020; Zbl 07198855) Full Text: DOI