Zerenner, T.; Di Lauro, F.; Dashti, M.; Berthouze, L.; Kiss, I. Z. Probabilistic predictions of SIS epidemics on networks based on population-level observations. (English) Zbl 07571906 Math. Biosci. 350, Article ID 108854, 11 p. (2022). MSC: 92-XX PDF BibTeX XML Cite \textit{T. Zerenner} et al., Math. Biosci. 350, Article ID 108854, 11 p. (2022; Zbl 07571906) Full Text: DOI OpenURL
Merchán-Rivera, Pablo; Basilio Hazas, Mónica; Marcolini, Giorgia; Chiogna, Gabriele Propagation of hydropeaking waves in heterogeneous aquifers: effects on flow topology and uncertainty quantification. (English) Zbl 07571549 GEM. Int. J. Geomath. 13, Paper No. 11, 26 p. (2022). MSC: 76-10 76M35 86-10 PDF BibTeX XML Cite \textit{P. Merchán-Rivera} et al., GEM. Int. J. Geomath. 13, Paper No. 11, 26 p. (2022; Zbl 07571549) Full Text: DOI OpenURL
Mohebujjaman, Muhammad High order efficient algorithm for computation of MHD flow ensembles. (English) Zbl 07571451 Adv. Appl. Math. Mech. 14, No. 5, 1111-1137 (2022). MSC: 65M12 65M22 65M60 76W05 PDF BibTeX XML Cite \textit{M. Mohebujjaman}, Adv. Appl. Math. Mech. 14, No. 5, 1111--1137 (2022; Zbl 07571451) Full Text: DOI OpenURL
Hwang, Seungyong; Lai, Randy C. S.; Lee, Thomas C. M. Generalized fiducial inference for threshold estimation in dose-response and regression settings. (English) Zbl 07570495 J. Agric. Biol. Environ. Stat. 27, No. 1, 109-124 (2022). MSC: 62P12 PDF BibTeX XML Cite \textit{S. Hwang} et al., J. Agric. Biol. Environ. Stat. 27, No. 1, 109--124 (2022; Zbl 07570495) Full Text: DOI OpenURL
Capriati, Michele; Cortesi, Andrea; Magin, Thierry E.; Congedo, Pietro M. Stagnation point heat flux characterization under numerical error and boundary conditions uncertainty. (English) Zbl 07569910 Eur. J. Mech., B, Fluids 95, 221-230 (2022). MSC: 76-XX PDF BibTeX XML Cite \textit{M. Capriati} et al., Eur. J. Mech., B, Fluids 95, 221--230 (2022; Zbl 07569910) Full Text: DOI OpenURL
Yeo, Kyongmin; Li, Zan; Gifford, Wesley Generative adversarial network for probabilistic forecast of random dynamical systems. (English) Zbl 07569631 SIAM J. Sci. Comput. 44, No. 4, A2150-A2175 (2022). MSC: 37M10 62M10 62M20 62M45 68T07 PDF BibTeX XML Cite \textit{K. Yeo} et al., SIAM J. Sci. Comput. 44, No. 4, A2150--A2175 (2022; Zbl 07569631) Full Text: DOI OpenURL
Lee, Kookjin; Elman, Howard C.; Powell, Catherine E.; Lee, Dongeun Enhanced alternating energy minimization methods for stochastic Galerkin matrix equations. (English) Zbl 07569614 BIT 62, No. 3, 965-994 (2022). MSC: 15A24 65C30 65F10 65M60 PDF BibTeX XML Cite \textit{K. Lee} et al., BIT 62, No. 3, 965--994 (2022; Zbl 07569614) Full Text: DOI OpenURL
Medaglia, Andrea; Tosin, Andrea; Zanella, Mattia Monte Carlo stochastic Galerkin methods for non-Maxwellian kinetic models of multiagent systems with uncertainties. (English) Zbl 07569496 SN Partial Differ. Equ. Appl. 3, No. 4, Paper No. 51, 30 p. (2022). MSC: 82M31 35Q84 35Q20 65M70 PDF BibTeX XML Cite \textit{A. Medaglia} et al., SN Partial Differ. Equ. Appl. 3, No. 4, Paper No. 51, 30 p. (2022; Zbl 07569496) Full Text: DOI OpenURL
Esquivel, Hugo; Prakash, Arun; Lin, Guang Multi-element flow-driven spectral chaos (ME-FSC) method for uncertainty quantification of dynamical systems. (English) Zbl 07568537 J. Comput. Phys. 467, Article ID 111425, 25 p. (2022). MSC: 65Cxx 60Hxx 65Nxx PDF BibTeX XML Cite \textit{H. Esquivel} et al., J. Comput. Phys. 467, Article ID 111425, 25 p. (2022; Zbl 07568537) Full Text: DOI OpenURL
Donoghue, Geoff; Yano, Masayuki A multi-fidelity ensemble Kalman filter with hyperreduced reduced-order models. (English) Zbl 07567007 Comput. Methods Appl. Mech. Eng. 398, Article ID 115282, 18 p. (2022). MSC: 93-XX 62-XX PDF BibTeX XML Cite \textit{G. Donoghue} and \textit{M. Yano}, Comput. Methods Appl. Mech. Eng. 398, Article ID 115282, 18 p. (2022; Zbl 07567007) Full Text: DOI OpenURL
Wang, Qihan; Feng, Yuan; Wu, Di; Li, Guoyin; Liu, Zhenyu; Gao, Wei Polymorphic uncertainty quantification for engineering structures via a hyperplane modelling technique. (English) Zbl 07566995 Comput. Methods Appl. Mech. Eng. 398, Article ID 115250, 36 p. (2022). MSC: 68-XX 62-XX PDF BibTeX XML Cite \textit{Q. Wang} et al., Comput. Methods Appl. Mech. Eng. 398, Article ID 115250, 36 p. (2022; Zbl 07566995) Full Text: DOI OpenURL
Joshi, Akshay; Thakolkaran, Prakash; Zheng, Yiwen; Escande, Maxime; Flaschel, Moritz; De Lorenzis, Laura; Kumar, Siddhant Bayesian-EUCLID: discovering hyperelastic material laws with uncertainties. (English) Zbl 07566986 Comput. Methods Appl. Mech. Eng. 398, Article ID 115225, 36 p. (2022). MSC: 74-XX 91-XX PDF BibTeX XML Cite \textit{A. Joshi} et al., Comput. Methods Appl. Mech. Eng. 398, Article ID 115225, 36 p. (2022; Zbl 07566986) Full Text: DOI OpenURL
Huang, Tianyu; Liu, Zeliang; Wu, C. T.; Chen, Wei Microstructure-guided deep material network for rapid nonlinear material modeling and uncertainty quantification. (English) Zbl 07566977 Comput. Methods Appl. Mech. Eng. 398, Article ID 115197, 19 p. (2022). MSC: 74-XX 92-XX PDF BibTeX XML Cite \textit{T. Huang} et al., Comput. Methods Appl. Mech. Eng. 398, Article ID 115197, 19 p. (2022; Zbl 07566977) Full Text: DOI OpenURL
Upadhyay, Kshitiz; Giovanis, Dimitris G.; Alshareef, Ahmed; Knutsen, Andrew K.; Johnson, Curtis L.; Carass, Aaron; Bayly, Philip V.; Shields, Michael D.; Ramesh, K. T. Data-driven uncertainty quantification in computational human head models. (English) Zbl 07566960 Comput. Methods Appl. Mech. Eng. 398, Article ID 115108, 23 p. (2022). MSC: 92-XX 86-XX PDF BibTeX XML Cite \textit{K. Upadhyay} et al., Comput. Methods Appl. Mech. Eng. 398, Article ID 115108, 23 p. (2022; Zbl 07566960) Full Text: DOI OpenURL
Skamagkis, Th.; Papoutsis-Kiachagias, E. M.; Giannakoglou, K. C. CFD-based shape optimization under uncertainties using the adjoint-assisted polynomial chaos expansion and projected derivatives. (English) Zbl 07562523 Comput. Fluids 241, Article ID 105458, 16 p. (2022). MSC: 76-XX PDF BibTeX XML Cite \textit{Th. Skamagkis} et al., Comput. Fluids 241, Article ID 105458, 16 p. (2022; Zbl 07562523) Full Text: DOI OpenURL
Oreluk, James; Sheps, Leonid; Najm, Habib Bayesian model calibration for vacuum-ultraviolet photoionisation mass spectrometry. (English) Zbl 07561983 Combust. Theory Model. 26, No. 3, 513-540 (2022). MSC: 80Axx 76-XX PDF BibTeX XML Cite \textit{J. Oreluk} et al., Combust. Theory Model. 26, No. 3, 513--540 (2022; Zbl 07561983) Full Text: DOI OpenURL
Fan, Yiming; Tian, Xiaochuan; Yang, Xiu; Li, Xingjie; Webster, Clayton; Yu, Yue An asymptotically compatible probabilistic collocation method for randomly heterogeneous nonlocal problems. (English) Zbl 07561048 J. Comput. Phys. 465, Article ID 111376, 28 p. (2022). MSC: 65Nxx 65Cxx 60Hxx PDF BibTeX XML Cite \textit{Y. Fan} et al., J. Comput. Phys. 465, Article ID 111376, 28 p. (2022; Zbl 07561048) Full Text: DOI OpenURL
Lu, Qinghua; Wang, Li; Li, Longsuo Efficient uncertainty quantification of stochastic problems in CFD by combination of compressed sensing and POD-kriging. (English) Zbl 07560360 Comput. Methods Appl. Mech. Eng. 396, Article ID 115118, 29 p. (2022). MSC: 82-XX PDF BibTeX XML Cite \textit{Q. Lu} et al., Comput. Methods Appl. Mech. Eng. 396, Article ID 115118, 29 p. (2022; Zbl 07560360) Full Text: DOI OpenURL
Ammouche, Yanis; Jérusalem, Antoine A modular nonlinear stochastic finite element formulation for uncertainty estimation. (English) Zbl 07560343 Comput. Methods Appl. Mech. Eng. 396, Article ID 115044, 20 p. (2022). MSC: 74-XX 92-XX PDF BibTeX XML Cite \textit{Y. Ammouche} and \textit{A. Jérusalem}, Comput. Methods Appl. Mech. Eng. 396, Article ID 115044, 20 p. (2022; Zbl 07560343) Full Text: DOI OpenURL
Reygner, Julien; Touboul, Adrien Reweighting samples under covariate shift using a Wasserstein distance criterion. (English) Zbl 07556932 Electron. J. Stat. 16, No. 1, 3278-3314 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Reygner} and \textit{A. Touboul}, Electron. J. Stat. 16, No. 1, 3278--3314 (2022; Zbl 07556932) Full Text: DOI Link OpenURL
Zhong, Xinghui; Shu, Chi-Wang Entropy stable Galerkin methods with suitable quadrature rules for hyperbolic systems with random inputs. (English) Zbl 07549326 J. Sci. Comput. 92, No. 1, Paper No. 14, 30 p. (2022). MSC: 65Mxx 35Lxx 65Cxx PDF BibTeX XML Cite \textit{X. Zhong} and \textit{C.-W. Shu}, J. Sci. Comput. 92, No. 1, Paper No. 14, 30 p. (2022; Zbl 07549326) Full Text: DOI OpenURL
Tan, Jingye; Maleki, Pedram; An, Lu; Di Luigi, Massimigliano; Villa, Umberto; Zhou, Chi; Ren, Shenqiang; Faghihi, Danial A predictive multiphase model of silica aerogels for building envelope insulations. (English) Zbl 07548514 Comput. Mech. 69, No. 6, 1457-1479 (2022). MSC: 74F10 74E30 74S60 74S05 74-10 62N05 PDF BibTeX XML Cite \textit{J. Tan} et al., Comput. Mech. 69, No. 6, 1457--1479 (2022; Zbl 07548514) Full Text: DOI OpenURL
Alghosoun, Alia; El Mocayd, Nabil; Seaid, Mohammed A nonintrusive reduced-order model for uncertainty quantification in numerical solution of one-dimensional free-surface water flows over stochastic beds. (English) Zbl 07547374 Int. J. Comput. Methods 19, No. 4, Article ID 2150073, 38 p. (2022). MSC: 76-XX 86-XX PDF BibTeX XML Cite \textit{A. Alghosoun} et al., Int. J. Comput. Methods 19, No. 4, Article ID 2150073, 38 p. (2022; Zbl 07547374) Full Text: DOI OpenURL
Kontolati, Katiana; Loukrezis, Dimitrios; Giovanis, Dimitrios G.; Vandanapu, Lohit; Shields, Michael D. A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems. (English) Zbl 07540357 J. Comput. Phys. 464, Article ID 111313, 30 p. (2022). MSC: 68Txx 65Cxx 62Hxx PDF BibTeX XML Cite \textit{K. Kontolati} et al., J. Comput. Phys. 464, Article ID 111313, 30 p. (2022; Zbl 07540357) Full Text: DOI OpenURL
Vermaak, Jan I. C.; Morel, Jim E. Transport error estimation using residual Monte Carlo. (English) Zbl 07540353 J. Comput. Phys. 464, Article ID 111306, 25 p. (2022). MSC: 65Cxx 82Dxx 82Cxx PDF BibTeX XML Cite \textit{J. I. C. Vermaak} and \textit{J. E. Morel}, J. Comput. Phys. 464, Article ID 111306, 25 p. (2022; Zbl 07540353) Full Text: DOI OpenURL
Bossy, Mireille; Jabir, Jean-François; Rodríguez, Kerlyns Martínez Instantaneous turbulent kinetic energy modelling based on Lagrangian stochastic approach in CFD and application to wind energy. (English) Zbl 07540341 J. Comput. Phys. 464, Article ID 110929, 29 p. (2022). MSC: 76Fxx 65Cxx 60Hxx PDF BibTeX XML Cite \textit{M. Bossy} et al., J. Comput. Phys. 464, Article ID 110929, 29 p. (2022; Zbl 07540341) Full Text: DOI OpenURL
Zhang, Ruda; Mak, Simon; Dunson, David Gaussian process subspace prediction for model reduction. (English) Zbl 07538378 SIAM J. Sci. Comput. 44, No. 3, A1428-A1449 (2022). MSC: 60G15 14M15 35B30 37M99 37M99 60B20 PDF BibTeX XML Cite \textit{R. Zhang} et al., SIAM J. Sci. Comput. 44, No. 3, A1428--A1449 (2022; Zbl 07538378) Full Text: DOI OpenURL
Zech, Jakob; Marzouk, Youssef Sparse approximation of triangular transports. I: The finite-dimensional case. (English) Zbl 07538356 Constr. Approx. 55, No. 3, 919-986 (2022). MSC: 32D05 41A10 41A25 41A46 62D99 65D15 PDF BibTeX XML Cite \textit{J. Zech} and \textit{Y. Marzouk}, Constr. Approx. 55, No. 3, 919--986 (2022; Zbl 07538356) Full Text: DOI OpenURL
Liu, Liu; Pareschi, Lorenzo; Zhu, Xueyu A bi-fidelity stochastic collocation method for transport equations with diffusive scaling and multi-dimensional random inputs. (English) Zbl 07536737 J. Comput. Phys. 462, Article ID 111252, 16 p. (2022). MSC: 65Cxx 65Mxx 60Hxx PDF BibTeX XML Cite \textit{L. Liu} et al., J. Comput. Phys. 462, Article ID 111252, 16 p. (2022; Zbl 07536737) Full Text: DOI OpenURL
Jensen, Bjørn C. S.; Engsig-Karup, Allan P.; Knudsen, Kim Efficient uncertainty quantification and variance-based sensitivity analysis in epidemic modelling using polynomial chaos. (English) Zbl 07533175 Math. Model. Nat. Phenom. 17, Paper No. 8, 17 p. (2022). MSC: 92D30 PDF BibTeX XML Cite \textit{B. C. S. Jensen} et al., Math. Model. Nat. Phenom. 17, Paper No. 8, 17 p. (2022; Zbl 07533175) Full Text: DOI OpenURL
Soize, Christian Probabilistic learning inference of boundary value problem with uncertainties based on Kullback-Leibler divergence under implicit constraints. (English) Zbl 07532598 Comput. Methods Appl. Mech. Eng. 395, Article ID 115078, 34 p. (2022). MSC: 62-XX 74-XX PDF BibTeX XML Cite \textit{C. Soize}, Comput. Methods Appl. Mech. Eng. 395, Article ID 115078, 34 p. (2022; Zbl 07532598) Full Text: DOI OpenURL
Wan, Xiaoliang; Wei, Shuangqing VAE-KRnet and its applications to variational Bayes. (English) Zbl 1486.62096 Commun. Comput. Phys. 31, No. 4, 1049-1082 (2022). MSC: 62G07 62C10 62-08 68T07 PDF BibTeX XML Cite \textit{X. Wan} and \textit{S. Wei}, Commun. Comput. Phys. 31, No. 4, 1049--1082 (2022; Zbl 1486.62096) Full Text: DOI OpenURL
Tian, Shuling; Li, Rongjie; Fu, Jiawei; Jiao, Zihan; Chen, Jiangtao Uncertainty quantification of store-separation simulation due to ejector modeling using a Monte Carlo approach with kriging model. (English) Zbl 07528509 Adv. Appl. Math. Mech. 14, No. 3, 622-651 (2022). MSC: 65E05 76M12 PDF BibTeX XML Cite \textit{S. Tian} et al., Adv. Appl. Math. Mech. 14, No. 3, 622--651 (2022; Zbl 07528509) Full Text: DOI OpenURL
Ganesh, M.; Hawkins, S. C. A surrogate Bayesian framework for a SARS-CoV-2 data driven stochastic model. (English) Zbl 07527531 Comput. Math. Biophys. 10, No. 1, 34-67 (2022). MSC: 92D30 62F15 PDF BibTeX XML Cite \textit{M. Ganesh} and \textit{S. C. Hawkins}, Comput. Math. Biophys. 10, No. 1, 34--67 (2022; Zbl 07527531) Full Text: DOI OpenURL
Olivares, Alberto; Staffetti, Ernesto Robust optimal control of compartmental models in epidemiology: application to the COVID-19 pandemic. (English) Zbl 07526872 Commun. Nonlinear Sci. Numer. Simul. 111, Article ID 106509, 21 p. (2022). MSC: 92D30 93E20 PDF BibTeX XML Cite \textit{A. Olivares} and \textit{E. Staffetti}, Commun. Nonlinear Sci. Numer. Simul. 111, Article ID 106509, 21 p. (2022; Zbl 07526872) Full Text: DOI OpenURL
Chen, Peiyi; Guilleminot, Johann Spatially-dependent material uncertainties in anisotropic nonlinear elasticity: stochastic modeling, identification, and propagation. (English) Zbl 07526215 Comput. Methods Appl. Mech. Eng. 394, Article ID 114897, 25 p. (2022). MSC: 74-XX 92-XX PDF BibTeX XML Cite \textit{P. Chen} and \textit{J. Guilleminot}, Comput. Methods Appl. Mech. Eng. 394, Article ID 114897, 25 p. (2022; Zbl 07526215) Full Text: DOI OpenURL
Jahanbin, Ramin; Rahman, Sharif Stochastic isogeometric analysis on arbitrary multipatch domains by spline dimensional decomposition. (English) Zbl 07526125 Comput. Methods Appl. Mech. Eng. 393, Article ID 114813, 36 p. (2022). MSC: 65-XX 74-XX PDF BibTeX XML Cite \textit{R. Jahanbin} and \textit{S. Rahman}, Comput. Methods Appl. Mech. Eng. 393, Article ID 114813, 36 p. (2022; Zbl 07526125) Full Text: DOI OpenURL
Wang, Haoran; Guilleminot, Johann; Schafer, Benjamin W.; Tootkaboni, Mazdak Stochastic analysis of geometrically imperfect thin cylindrical shells using topology-aware uncertainty models. (English) Zbl 07526109 Comput. Methods Appl. Mech. Eng. 393, Article ID 114780, 16 p. (2022). MSC: 74-XX 92-XX PDF BibTeX XML Cite \textit{H. Wang} et al., Comput. Methods Appl. Mech. Eng. 393, Article ID 114780, 16 p. (2022; Zbl 07526109) Full Text: DOI OpenURL
Povala, Jan; Kazlauskaite, Ieva; Febrianto, Eky; Cirak, Fehmi; Girolami, Mark Variational Bayesian approximation of inverse problems using sparse precision matrices. (English) Zbl 07526088 Comput. Methods Appl. Mech. Eng. 393, Article ID 114712, 31 p. (2022). MSC: 65-XX 62-XX PDF BibTeX XML Cite \textit{J. Povala} et al., Comput. Methods Appl. Mech. Eng. 393, Article ID 114712, 31 p. (2022; Zbl 07526088) Full Text: DOI OpenURL
Zhao, Yue; Mao, Zhiping; Guo, Ling; Tang, Yifa; Karniadakis, George Em A spectral method for stochastic fractional PDEs using dynamically-orthogonal/bi-orthogonal decomposition. (English) Zbl 07525181 J. Comput. Phys. 461, Article ID 111213, 17 p. (2022). MSC: 60Hxx 65Cxx 35Rxx PDF BibTeX XML Cite \textit{Y. Zhao} et al., J. Comput. Phys. 461, Article ID 111213, 17 p. (2022; Zbl 07525181) Full Text: DOI OpenURL
Guo, Ling; Wu, Hao; Zhou, Tao Normalizing field flows: solving forward and inverse stochastic differential equations using physics-informed flow models. (English) Zbl 07525177 J. Comput. Phys. 461, Article ID 111202, 18 p. (2022). MSC: 65Cxx 60Hxx 68Txx PDF BibTeX XML Cite \textit{L. Guo} et al., J. Comput. Phys. 461, Article ID 111202, 18 p. (2022; Zbl 07525177) Full Text: DOI OpenURL
Meng, Xuhui; Yang, Liu; Mao, Zhiping; del Águila Ferrandis, José; Karniadakis, George Em Learning functional priors and posteriors from data and physics. (English) Zbl 07523820 J. Comput. Phys. 457, Article ID 111073, 22 p. (2022). MSC: 68Txx 41Axx 62-XX PDF BibTeX XML Cite \textit{X. Meng} et al., J. Comput. Phys. 457, Article ID 111073, 22 p. (2022; Zbl 07523820) Full Text: DOI OpenURL
Chalons, Christophe; Del Grosso, Alessia; Toro, Eleuterio F. Numerical approximation and uncertainty quantification for arterial blood flow models with viscoelasticity. (English) Zbl 07523818 J. Comput. Phys. 457, Article ID 111071, 32 p. (2022). MSC: 76Mxx 65Mxx 35Lxx PDF BibTeX XML Cite \textit{C. Chalons} et al., J. Comput. Phys. 457, Article ID 111071, 32 p. (2022; Zbl 07523818) Full Text: DOI OpenURL
Poëtte, Gaël; Brun, Emeric Efficient uncertain \(k_{\mathrm{eff}}\) computations with the Monte Carlo resolution of generalised polynomial chaos based reduced models. (English) Zbl 07518099 J. Comput. Phys. 456, Article ID 111007, 26 p. (2022). MSC: 65Cxx 65Mxx 76Mxx PDF BibTeX XML Cite \textit{G. Poëtte} and \textit{E. Brun}, J. Comput. Phys. 456, Article ID 111007, 26 p. (2022; Zbl 07518099) Full Text: DOI OpenURL
Lai, Ru-Yu; Ren, Kui; Zhou, Ting Inverse transport and diffusion problems in photoacoustic imaging with nonlinear absorption. (English) Zbl 07517178 SIAM J. Appl. Math. 82, No. 2, 602-624 (2022). Reviewer: Yixian Gao (Changchun) MSC: 35R30 49N45 65M32 74J25 35Q49 PDF BibTeX XML Cite \textit{R.-Y. Lai} et al., SIAM J. Appl. Math. 82, No. 2, 602--624 (2022; Zbl 07517178) Full Text: DOI OpenURL
Xiong, Junda; Cai, Xin; Li, Jinglai Clustered active-subspace based local Gaussian process emulator for high-dimensional and complex computer models. (English) Zbl 07517113 J. Comput. Phys. 450, Article ID 110840, 15 p. (2022). MSC: 65Cxx 62Gxx 60Hxx PDF BibTeX XML Cite \textit{J. Xiong} et al., J. Comput. Phys. 450, Article ID 110840, 15 p. (2022; Zbl 07517113) Full Text: DOI OpenURL
Elman, Howard C.; Liang, Jiaxing; Sánchez-Vizuet, Tonatiuh Surrogate approximation of the Grad-Shafranov free boundary problem via stochastic collocation on sparse grids. (English) Zbl 07516791 J. Comput. Phys. 448, Article ID 110699, 20 p. (2022). MSC: 65Nxx 41Axx 35Jxx PDF BibTeX XML Cite \textit{H. C. Elman} et al., J. Comput. Phys. 448, Article ID 110699, 20 p. (2022; Zbl 07516791) Full Text: DOI OpenURL
Opschoor, Joost A. A.; Schwab, Christoph; Zech, Jakob Deep learning in high dimension: ReLU neural network expression for Bayesian PDE inversion. (English) Zbl 1487.68200 Herzog, Roland (ed.) et al., Optimization and control for partial differential equations. Uncertainty quantification, open and closed-loop control, and shape optimization. Berlin: De Gruyter. Radon Ser. Comput. Appl. Math. 29, 419-462 (2022). MSC: 68T07 35R30 62F15 62M45 65N21 PDF BibTeX XML Cite \textit{J. A. A. Opschoor} et al., Radon Ser. Comput. Appl. Math. 29, 419--462 (2022; Zbl 1487.68200) Full Text: DOI OpenURL
Wahlsten, Markus; Ålund, Oskar; Nordström, Jan An efficient hybrid method for uncertainty quantification. (English) Zbl 07515302 BIT 62, No. 2, 607-629 (2022). MSC: 65M60 65M06 65L06 65N30 60H35 35R60 35L04 65D30 PDF BibTeX XML Cite \textit{M. Wahlsten} et al., BIT 62, No. 2, 607--629 (2022; Zbl 07515302) Full Text: DOI OpenURL
Wang, Yan; Lu, Guichen; Du, Jiang Calibration and prediction for the inexact SIR model. (English) Zbl 07513282 Math. Biosci. Eng. 19, No. 3, 2800-2818 (2022). MSC: 92D30 62P10 PDF BibTeX XML Cite \textit{Y. Wang} et al., Math. Biosci. Eng. 19, No. 3, 2800--2818 (2022; Zbl 07513282) Full Text: DOI OpenURL
Zhang, Pei; Liu, Siyan; Lu, Dan; Sankaran, Ramanan; Zhang, Guannan An out-of-distribution-aware autoencoder model for reduced chemical kinetics. (English) Zbl 07512209 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 913-930 (2022). MSC: 37M05 37N99 35K57 68T07 PDF BibTeX XML Cite \textit{P. Zhang} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 913--930 (2022; Zbl 07512209) Full Text: DOI OpenURL
Eigel, Martin; Gruhlke, Robert; Marschall, Manuel Low-rank tensor reconstruction of concentrated densities with application to Bayesian inversion. (English) Zbl 1484.62002 Stat. Comput. 32, No. 2, Paper No. 27, 27 p. (2022). MSC: 62-08 62F15 62G07 60H35 65N35 PDF BibTeX XML Cite \textit{M. Eigel} et al., Stat. Comput. 32, No. 2, Paper No. 27, 27 p. (2022; Zbl 1484.62002) Full Text: DOI OpenURL
Adurthi, Naga Venkat; Majji, Manoranjan Estimation of dynamic systems using a method of characteristics filter. (English) Zbl 1485.93578 Automatica 140, Article ID 110226, 13 p. (2022). MSC: 93E11 93C55 93C10 PDF BibTeX XML Cite \textit{N. V. Adurthi} and \textit{M. Majji}, Automatica 140, Article ID 110226, 13 p. (2022; Zbl 1485.93578) Full Text: DOI OpenURL
Lie, Han Cheng; Stahn, Martin; Sullivan, T. J. Randomised one-step time integration methods for deterministic operator differential equations. (English) Zbl 07506745 Calcolo 59, No. 1, Paper No. 13, 33 p. (2022). MSC: 65J08 PDF BibTeX XML Cite \textit{H. C. Lie} et al., Calcolo 59, No. 1, Paper No. 13, 33 p. (2022; Zbl 07506745) Full Text: DOI OpenURL
Yao, Dan; McLaughlin, Stephen; Altmann, Yoann Patch-based image restoration using expectation propagation. (English) Zbl 1483.94014 SIAM J. Imaging Sci. 15, No. 1, 192-227 (2022). MSC: 94A08 62F15 68U10 PDF BibTeX XML Cite \textit{D. Yao} et al., SIAM J. Imaging Sci. 15, No. 1, 192--227 (2022; Zbl 1483.94014) Full Text: DOI OpenURL
Mohebujjaman, Muhammad; Wang, Hongwei; Rebholz, Leo G.; Al Mahbub, Md. Abdullah An efficient algorithm for parameterized magnetohydrodynamic flow ensembles simulation. (English) Zbl 07504630 Comput. Math. Appl. 112, 167-180 (2022). MSC: 76-XX 65-XX PDF BibTeX XML Cite \textit{M. Mohebujjaman} et al., Comput. Math. Appl. 112, 167--180 (2022; Zbl 07504630) Full Text: DOI OpenURL
Schnürch, Simon; Korn, Ralf Point and interval forecasts of death rates using neural networks. (English) Zbl 1484.91404 ASTIN Bull. 52, No. 1, 333-360 (2022). MSC: 91G05 91D20 68T07 PDF BibTeX XML Cite \textit{S. Schnürch} and \textit{R. Korn}, ASTIN Bull. 52, No. 1, 333--360 (2022; Zbl 1484.91404) Full Text: DOI OpenURL
He, Linglin; Hung, Ying Gaussian process prediction using design-based subsampling. (English) Zbl 07500460 Stat. Sin. 32, No. 2, 1165-1186 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. He} and \textit{Y. Hung}, Stat. Sin. 32, No. 2, 1165--1186 (2022; Zbl 07500460) Full Text: DOI OpenURL
Reyes, J.; Desceliers, C.; Soize, C.; Gagliardini, L. Multi-frequency model reduction for uncertainty quantification in computational vibroacoutics. (English) Zbl 07492689 Comput. Mech. 69, No. 3, 661-682 (2022). MSC: 74-XX PDF BibTeX XML Cite \textit{J. Reyes} et al., Comput. Mech. 69, No. 3, 661--682 (2022; Zbl 07492689) Full Text: DOI OpenURL
Newberry, Felix; Hampton, Jerrad; Jansen, Kenneth; Doostan, Alireza Bi-fidelity reduced polynomial chaos expansion for uncertainty quantification. (English) Zbl 07492677 Comput. Mech. 69, No. 2, 405-424 (2022). MSC: 74-XX PDF BibTeX XML Cite \textit{F. Newberry} et al., Comput. Mech. 69, No. 2, 405--424 (2022; Zbl 07492677) Full Text: DOI arXiv OpenURL
Cheng, Zhibao; Li, Min; Jia, Gaofeng; Shi, Zhifei Adaptive Gaussian process with PCA for prediction of complex dispersion relations for periodic structures. (English) Zbl 07477423 Eur. J. Mech., A, Solids 93, Article ID 104547, 16 p. (2022). MSC: 74-XX PDF BibTeX XML Cite \textit{Z. Cheng} et al., Eur. J. Mech., A, Solids 93, Article ID 104547, 16 p. (2022; Zbl 07477423) Full Text: DOI OpenURL
Alldredge, Graham; Frank, Martin; Kusch, Jonas; McClarren, Ryan A realizable filtered intrusive polynomial moment method. (English) Zbl 07474409 J. Comput. Appl. Math. 407, Article ID 114055, 20 p. (2022). MSC: 65Mxx 65Cxx 60Hxx PDF BibTeX XML Cite \textit{G. Alldredge} et al., J. Comput. Appl. Math. 407, Article ID 114055, 20 p. (2022; Zbl 07474409) Full Text: DOI arXiv OpenURL
Baker, Evan; Barbillon, Pierre; Fadikar, Arindam; Gramacy, Robert B.; Herbei, Radu; Higdon, David; Huang, Jiangeng; Johnson, Leah R.; Ma, Pulong; Mondal, Anirban; Pires, Bianica; Sacks, Jerome; Sokolov, Vadim Analyzing stochastic computer models: a review with opportunities. (English) Zbl 07474198 Stat. Sci. 37, No. 1, 64-89 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Baker} et al., Stat. Sci. 37, No. 1, 64--89 (2022; Zbl 07474198) Full Text: DOI arXiv OpenURL
Jiang, Nan; Qiu, Changxin Numerical analysis of a second order ensemble algorithm for numerical approximation of stochastic Stokes-Darcy equations. (English) Zbl 1483.76039 J. Comput. Appl. Math. 406, Article ID 113934, 21 p. (2022). MSC: 76M10 76S05 76M35 65M12 PDF BibTeX XML Cite \textit{N. Jiang} and \textit{C. Qiu}, J. Comput. Appl. Math. 406, Article ID 113934, 21 p. (2022; Zbl 1483.76039) Full Text: DOI OpenURL
Alemazkoor, Negin; Louhghalam, Arghavan; Tootkaboni, Mazdak A multi-fidelity polynomial chaos-greedy Kaczmarz approach for resource-efficient uncertainty quantification on limited budget. (English) Zbl 07464481 Comput. Methods Appl. Mech. Eng. 389, Article ID 114290, 18 p. (2022). MSC: 81-XX 76-XX PDF BibTeX XML Cite \textit{N. Alemazkoor} et al., Comput. Methods Appl. Mech. Eng. 389, Article ID 114290, 18 p. (2022; Zbl 07464481) Full Text: DOI OpenURL
Martin, Sergio M.; Wälchli, Daniel; Arampatzis, Georgios; Economides, Athena E.; Karnakov, Petr; Koumoutsakos, Petros Korali: efficient and scalable software framework for Bayesian uncertainty quantification and stochastic optimization. (English) Zbl 07464476 Comput. Methods Appl. Mech. Eng. 389, Article ID 114264, 16 p. (2022). MSC: 68-XX 90-XX PDF BibTeX XML Cite \textit{S. M. Martin} et al., Comput. Methods Appl. Mech. Eng. 389, Article ID 114264, 16 p. (2022; Zbl 07464476) Full Text: DOI arXiv OpenURL
Paun, L. Mihaela; Husmeier, Dirk Emulation-accelerated Hamiltonian Monte Carlo algorithms for parameter estimation and uncertainty quantification in differential equation models. (English) Zbl 1477.62014 Stat. Comput. 32, No. 1, Paper No. 1, 25 p. (2022). MSC: 62-08 65C05 PDF BibTeX XML Cite \textit{L. M. Paun} and \textit{D. Husmeier}, Stat. Comput. 32, No. 1, Paper No. 1, 25 p. (2022; Zbl 1477.62014) Full Text: DOI OpenURL
Dölz, Jürgen; Harbrecht, Helmut; Jerez-Hanckes, Carlos; Multerer, Michael Isogeometric multilevel quadrature for forward and inverse random acoustic scattering. (English) Zbl 07442802 Comput. Methods Appl. Mech. Eng. 388, Article ID 114242, 18 p. (2022). MSC: 65-XX 76-XX PDF BibTeX XML Cite \textit{J. Dölz} et al., Comput. Methods Appl. Mech. Eng. 388, Article ID 114242, 18 p. (2022; Zbl 07442802) Full Text: DOI arXiv OpenURL
Zhou, Yicheng; Lu, Zhenzhou; Cheng, Kai Adaboost-based ensemble of polynomial chaos expansion with adaptive sampling. (English) Zbl 07442800 Comput. Methods Appl. Mech. Eng. 388, Article ID 114238, 22 p. (2022). MSC: 65-XX 62-XX PDF BibTeX XML Cite \textit{Y. Zhou} et al., Comput. Methods Appl. Mech. Eng. 388, Article ID 114238, 22 p. (2022; Zbl 07442800) Full Text: DOI OpenURL
Mattis, S. A.; Steffen, K. R.; Butler, T.; Dawson, C. N.; Estep, D. Learning quantities of interest from dynamical systems for observation-consistent inversion. (English) Zbl 07442796 Comput. Methods Appl. Mech. Eng. 388, Article ID 114230, 30 p. (2022). MSC: 37-XX 91-XX PDF BibTeX XML Cite \textit{S. A. Mattis} et al., Comput. Methods Appl. Mech. Eng. 388, Article ID 114230, 30 p. (2022; Zbl 07442796) Full Text: DOI arXiv OpenURL
Çiloğlu, Pelin; Yücel, Hamdullah Stochastic discontinuous Galerkin methods with low-rank solvers for convection diffusion equations. (English) Zbl 1478.65118 Appl. Numer. Math. 172, 157-185 (2022). MSC: 65N30 65N75 35K57 60H35 PDF BibTeX XML Cite \textit{P. Çiloğlu} and \textit{H. Yücel}, Appl. Numer. Math. 172, 157--185 (2022; Zbl 1478.65118) Full Text: DOI arXiv OpenURL
Hamdia, Khader M.; Ghasemi, Hamid; Zhuang, Xiaoying; Rabczuk, Timon Multilevel Monte Carlo method for topology optimization of flexoelectric composites with uncertain material properties. (English) Zbl 07440021 Eng. Anal. Bound. Elem. 134, 412-418 (2022). MSC: 74-XX 65-XX PDF BibTeX XML Cite \textit{K. M. Hamdia} et al., Eng. Anal. Bound. Elem. 134, 412--418 (2022; Zbl 07440021) Full Text: DOI OpenURL
Kaur, Navjot; Goyal, Kavita An adaptive wavelet optimized finite difference B-spline polynomial chaos method for random partial differential equations. (English) Zbl 07428272 Appl. Math. Comput. 415, Article ID 126738, 19 p. (2022). MSC: 65Mxx 65Txx 65Cxx PDF BibTeX XML Cite \textit{N. Kaur} and \textit{K. Goyal}, Appl. Math. Comput. 415, Article ID 126738, 19 p. (2022; Zbl 07428272) Full Text: DOI OpenURL
García-Sánchez, G.; Mancho, A. M.; Wiggins, S. A bridge between invariant dynamical structures and uncertainty quantification. (English) Zbl 1483.37114 Commun. Nonlinear Sci. Numer. Simul. 104, Article ID 106016, 18 p. (2022). MSC: 37N99 68P01 68P05 PDF BibTeX XML Cite \textit{G. García-Sánchez} et al., Commun. Nonlinear Sci. Numer. Simul. 104, Article ID 106016, 18 p. (2022; Zbl 1483.37114) Full Text: DOI arXiv OpenURL
Kusch, Jonas; Schlachter, Louisa Oscillation mitigation of hyperbolicity-preserving intrusive uncertainty quantification methods for systems of conservation laws. (English) Zbl 07396394 J. Comput. Appl. Math. 400, Article ID 113714, 24 p. (2022). MSC: 65-XX 35L60 35Q31 35Q62 37L65 65M08 65M60 PDF BibTeX XML Cite \textit{J. Kusch} and \textit{L. Schlachter}, J. Comput. Appl. Math. 400, Article ID 113714, 24 p. (2022; Zbl 07396394) Full Text: DOI arXiv OpenURL
Gwinner, Joachim; Jadamba, Baasansuren; Khan, Akhtar A.; Raciti, Fabio Uncertainty quantification in variational inequalities. Theory, numerics, and applications. (English) Zbl 1479.49002 Boca Raton, FL: CRC Press (ISBN 978-1-138-62632-4/hbk; 978-1-032-14849-6/pbk; 978-1-315-22896-9/ebook). xviii, 386 p. (2022). Reviewer: Alfred Göpfert (Leipzig) MSC: 49-02 65-02 49J40 65C30 90C15 60-08 90B20 91B50 PDF BibTeX XML Cite \textit{J. Gwinner} et al., Uncertainty quantification in variational inequalities. Theory, numerics, and applications. Boca Raton, FL: CRC Press (2022; Zbl 1479.49002) Full Text: DOI OpenURL
Gang, Bao; Lin, Yiwen Determination of random periodic structures in transverse magnetic polarization. (English) Zbl 07570183 Commun. Math. Res. 37, No. 3, 271-296 (2021). MSC: 78A46 65C30 65N21 PDF BibTeX XML Cite \textit{B. Gang} and \textit{Y. Lin}, Commun. Math. Res. 37, No. 3, 271--296 (2021; Zbl 07570183) Full Text: DOI OpenURL
Jornet, Marc Uncertainty quantification for random Hamiltonian systems by using polynomial expansions and geometric integrators. (English) Zbl 07568899 Chaos Solitons Fractals 151, Article ID 111208, 18 p. (2021). MSC: 34F05 37J05 65C30 65L05 PDF BibTeX XML Cite \textit{M. Jornet}, Chaos Solitons Fractals 151, Article ID 111208, 18 p. (2021; Zbl 07568899) Full Text: DOI OpenURL
Lei, Lihua; Candès, Emmanuel J. Conformal inference of counterfactuals and individual treatment effects. (English) Zbl 07555286 J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 5, 911-938 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Lei} and \textit{E. J. Candès}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 5, 911--938 (2021; Zbl 07555286) Full Text: DOI OpenURL
Olivares, Alberto; Staffetti, Ernesto Uncertainty quantification of a mathematical model of COVID-19 transmission dynamics with mass vaccination strategy. (English) Zbl 07526787 Chaos Solitons Fractals 146, Article ID 110895, 14 p. (2021). MSC: 92-XX 93-XX PDF BibTeX XML Cite \textit{A. Olivares} and \textit{E. Staffetti}, Chaos Solitons Fractals 146, Article ID 110895, 14 p. (2021; Zbl 07526787) Full Text: DOI OpenURL
Daus, Esther S.; Jin, Shi; Liu, Liu On the multi-species Boltzmann equation with uncertainty and its stochastic Galerkin approximation. (English) Zbl 07523500 ESAIM, Math. Model. Numer. Anal. 55, No. 4, 1323-1345 (2021). MSC: 35Q20 65M70 35B40 35A01 35A02 PDF BibTeX XML Cite \textit{E. S. Daus} et al., ESAIM, Math. Model. Numer. Anal. 55, No. 4, 1323--1345 (2021; Zbl 07523500) Full Text: DOI OpenURL
Burgos, Clara; Cortés, Juan Carlos; López-Navarro, Elena; Villanueva, Rafael Jacinto Probabilistic analysis of linear-quadratic logistic-type models with hybrid uncertainties via probability density functions. (English) Zbl 1484.34139 AIMS Math. 6, No. 5, 4938-4957 (2021). MSC: 34F05 60H25 37H10 34A38 PDF BibTeX XML Cite \textit{C. Burgos} et al., AIMS Math. 6, No. 5, 4938--4957 (2021; Zbl 1484.34139) Full Text: DOI OpenURL
Zhao, Hongbo; Braatz, Richard D.; Bazant, Martin Z. Image inversion and uncertainty quantification for constitutive laws of pattern formation. (English) Zbl 07513843 J. Comput. Phys. 436, Article ID 110279, 22 p. (2021). MSC: 68Txx 35Qxx 65Lxx PDF BibTeX XML Cite \textit{H. Zhao} et al., J. Comput. Phys. 436, Article ID 110279, 22 p. (2021; Zbl 07513843) Full Text: DOI OpenURL
Souza de Cursi, Eduardo Uncertainty quantification in game theory. (English) Zbl 07512457 Chaos Solitons Fractals 143, Article ID 110558, 13 p. (2021). MSC: 65C99 91-08 37H99 PDF BibTeX XML Cite \textit{E. Souza de Cursi}, Chaos Solitons Fractals 143, Article ID 110558, 13 p. (2021; Zbl 07512457) Full Text: DOI OpenURL
Xiao, Tianbai; Frank, Martin A stochastic kinetic scheme for multi-scale plasma transport with uncertainty quantification. (English) Zbl 07511681 J. Comput. Phys. 432, Article ID 110139, 32 p. (2021). MSC: 65Mxx 35Qxx 76Mxx PDF BibTeX XML Cite \textit{T. Xiao} and \textit{M. Frank}, J. Comput. Phys. 432, Article ID 110139, 32 p. (2021; Zbl 07511681) Full Text: DOI OpenURL
Meyers, Joseph; Rogers, Jonathan; Gerlach, Adam Koopman operator method for solution of generalized aggregate data inverse problems. (English) Zbl 07511436 J. Comput. Phys. 428, Article ID 110082, 21 p. (2021). MSC: 65-XX 90-XX PDF BibTeX XML Cite \textit{J. Meyers} et al., J. Comput. Phys. 428, Article ID 110082, 21 p. (2021; Zbl 07511436) Full Text: DOI OpenURL
Wang, Ting; Knap, Jaroslaw Stochastic gradient descent for semilinear elliptic equations with uncertainties. (English) Zbl 07510059 J. Comput. Phys. 426, Article ID 109945, 21 p. (2021). MSC: 65-XX 60-XX PDF BibTeX XML Cite \textit{T. Wang} and \textit{J. Knap}, J. Comput. Phys. 426, Article ID 109945, 21 p. (2021; Zbl 07510059) Full Text: DOI OpenURL
Jacquier, Pierre; Abdedou, Azzedine; Delmas, Vincent; Soulaïmani, Azzeddine Non-intrusive reduced-order modeling using uncertainty-aware deep neural networks and proper orthogonal decomposition: application to flood modeling. (English) Zbl 07508459 J. Comput. Phys. 424, Article ID 109854, 27 p. (2021). MSC: 68-XX 86-XX PDF BibTeX XML Cite \textit{P. Jacquier} et al., J. Comput. Phys. 424, Article ID 109854, 27 p. (2021; Zbl 07508459) Full Text: DOI OpenURL
Cleary, Emmet; Garbuno-Inigo, Alfredo; Lan, Shiwei; Schneider, Tapio; Stuart, Andrew M. Calibrate, emulate, sample. (English) Zbl 07508438 J. Comput. Phys. 424, Article ID 109716, 20 p. (2021). MSC: 65-XX 62-XX PDF BibTeX XML Cite \textit{E. Cleary} et al., J. Comput. Phys. 424, Article ID 109716, 20 p. (2021; Zbl 07508438) Full Text: DOI OpenURL
Scillitoe, Ashley; Seshadri, Pranay; Girolami, Mark Uncertainty quantification for data-driven turbulence modelling with Mondrian forests. (English) Zbl 07506537 J. Comput. Phys. 430, Article ID 110116, 23 p. (2021). MSC: 76Fxx 68Txx 76-XX PDF BibTeX XML Cite \textit{A. Scillitoe} et al., J. Comput. Phys. 430, Article ID 110116, 23 p. (2021; Zbl 07506537) Full Text: DOI OpenURL
Bertaglia, Giulia; Caleffi, Valerio; Pareschi, Lorenzo; Valiani, Alessandro Uncertainty quantification of viscoelastic parameters in arterial hemodynamics with the a-FSI blood flow model. (English) Zbl 07506533 J. Comput. Phys. 430, Article ID 110102, 20 p. (2021). MSC: 65Cxx 60Hxx 65Mxx PDF BibTeX XML Cite \textit{G. Bertaglia} et al., J. Comput. Phys. 430, Article ID 110102, 20 p. (2021; Zbl 07506533) Full Text: DOI OpenURL
Narayan, Akil; Yan, Liang; Zhou, Tao Optimal design for kernel interpolation: applications to uncertainty quantification. (English) Zbl 07506525 J. Comput. Phys. 430, Article ID 110094, 19 p. (2021). MSC: 41Axx 65Dxx 65Nxx PDF BibTeX XML Cite \textit{A. Narayan} et al., J. Comput. Phys. 430, Article ID 110094, 19 p. (2021; Zbl 07506525) Full Text: DOI OpenURL
Esquivel, Hugo; Prakash, Arun; Lin, Guang Flow-driven spectral chaos (FSC) method for simulating long-time dynamics of arbitrary-order non-linear stochastic dynamical systems. (English) Zbl 07506521 J. Comput. Phys. 430, Article ID 110044, 37 p. (2021). MSC: 65Cxx 60Hxx 65Nxx PDF BibTeX XML Cite \textit{H. Esquivel} et al., J. Comput. Phys. 430, Article ID 110044, 37 p. (2021; Zbl 07506521) Full Text: DOI OpenURL
Meng, Xuhui; Babaee, Hessam; Karniadakis, George Em Multi-fidelity Bayesian neural networks: algorithms and applications. (English) Zbl 07505956 J. Comput. Phys. 438, Article ID 110361, 16 p. (2021). MSC: 68Txx 65Cxx 76-XX PDF BibTeX XML Cite \textit{X. Meng} et al., J. Comput. Phys. 438, Article ID 110361, 16 p. (2021; Zbl 07505956) Full Text: DOI OpenURL
Xiao, Tianbai; Frank, Martin A stochastic kinetic scheme for multi-scale flow transport with uncertainty quantification. (English) Zbl 07505920 J. Comput. Phys. 437, Article ID 110337, 38 p. (2021). MSC: 65Mxx 82Cxx 65Cxx PDF BibTeX XML Cite \textit{T. Xiao} and \textit{M. Frank}, J. Comput. Phys. 437, Article ID 110337, 38 p. (2021; Zbl 07505920) Full Text: DOI OpenURL
Bader, S. Ben; Benedusi, P.; Quaglino, A.; Zulian, P.; Krause, R. Space-time multilevel Monte Carlo methods and their application to cardiac electrophysiology. (English) Zbl 07501584 J. Comput. Phys. 433, Article ID 110164, 17 p. (2021). MSC: 65Nxx 65Cxx 65Mxx PDF BibTeX XML Cite \textit{S. B. Bader} et al., J. Comput. Phys. 433, Article ID 110164, 17 p. (2021; Zbl 07501584) Full Text: DOI OpenURL
Wang, Yuepeng; Ding, Xuemei; Hu, Kun; Fang, Fangxin; Navon, I. M.; Lin, Guang Feasibility of DEIM for retrieving the initial field via dimensionality reduction. (English) Zbl 07500740 J. Comput. Phys. 429, Article ID 110005, 15 p. (2021). MSC: 65Mxx 76Mxx 76Dxx PDF BibTeX XML Cite \textit{Y. Wang} et al., J. Comput. Phys. 429, Article ID 110005, 15 p. (2021; Zbl 07500740) Full Text: DOI OpenURL
Chen, Shang-Ying; Hsu, Kuo-Chin; Fan, Chia-Ming Improvement of generalized finite difference method for stochastic subsurface flow modeling. (English) Zbl 07500737 J. Comput. Phys. 429, Article ID 110002, 24 p. (2021). MSC: 65Nxx 74Sxx 35Qxx PDF BibTeX XML Cite \textit{S.-Y. Chen} et al., J. Comput. Phys. 429, Article ID 110002, 24 p. (2021; Zbl 07500737) Full Text: DOI OpenURL
Wycoff, Nathan; Binois, Mickaël; Wild, Stefan M. Sequential learning of active subspaces. (English) Zbl 07499948 J. Comput. Graph. Stat. 30, No. 4, 1224-1237 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Wycoff} et al., J. Comput. Graph. Stat. 30, No. 4, 1224--1237 (2021; Zbl 07499948) Full Text: DOI OpenURL
Klein, Nadja; Nott, David J.; Smith, Michael Stanley Marginally calibrated deep distributional regression. (English) Zbl 07499875 J. Comput. Graph. Stat. 30, No. 2, 467-483 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Klein} et al., J. Comput. Graph. Stat. 30, No. 2, 467--483 (2021; Zbl 07499875) Full Text: DOI OpenURL