Scheurer, Stefania; Schäfer Rodrigues Silva, Aline; Mohammadi, Farid; Hommel, Johannes; Oladyshkin, Sergey; Flemisch, Bernd; Nowak, Wolfgang Surrogate-based Bayesian comparison of computationally expensive models: application to microbially induced calcite precipitation. (English) Zbl 1477.86031 Comput. Geosci. 25, No. 6, 1899-1917 (2021). MSC: 86A32 PDF BibTeX XML Cite \textit{S. Scheurer} et al., Comput. Geosci. 25, No. 6, 1899--1917 (2021; Zbl 1477.86031) Full Text: DOI arXiv
Wang, Chong; Matthies, Hermann G.; Xu, Menghui; Li, Yunlong Epistemic uncertainty-based model validation via interval propagation and parameter calibration. (English) Zbl 1440.65056 Comput. Methods Appl. Mech. Eng. 342, 161-176 (2018). MSC: 65G30 62G15 PDF BibTeX XML Cite \textit{C. Wang} et al., Comput. Methods Appl. Mech. Eng. 342, 161--176 (2018; Zbl 1440.65056) Full Text: DOI
Shao, Qian; Younes, Anis; Fahs, Marwan; Mara, Thierry A. Bayesian sparse polynomial chaos expansion for global sensitivity analysis. (English) Zbl 1439.62088 Comput. Methods Appl. Mech. Eng. 318, 474-496 (2017). MSC: 62F15 62-08 68W20 PDF BibTeX XML Cite \textit{Q. Shao} et al., Comput. Methods Appl. Mech. Eng. 318, 474--496 (2017; Zbl 1439.62088) Full Text: DOI HAL
de Oliveira, Ricardo T. A.; de Assis, Thaíze Fernandes O.; Firmino, Paulo Renato A.; Ferreira, Tiago A. E. Copulas-based time series combined forecasters. (English) Zbl 1433.62256 Inf. Sci. 376, 110-124 (2017). MSC: 62M10 62H05 62M20 PDF BibTeX XML Cite \textit{R. T. A. de Oliveira} et al., Inf. Sci. 376, 110--124 (2017; Zbl 1433.62256) Full Text: DOI
Xiao, H.; Wu, J.-L.; Wang, J.-X.; Sun, R.; Roy, C. J. Quantifying and reducing model-form uncertainties in Reynolds-averaged Navier-Stokes simulations: a data-driven, physics-informed Bayesian approach. (English) Zbl 1371.76082 J. Comput. Phys. 324, 115-136 (2016). MSC: 76F55 62F15 PDF BibTeX XML Cite \textit{H. Xiao} et al., J. Comput. Phys. 324, 115--136 (2016; Zbl 1371.76082) Full Text: DOI arXiv
Sinsbeck, Michael; Tartakovsky, Daniel M. Impact of data assimilation on cost-accuracy tradeoff in multifidelity models. (English) Zbl 1348.60102 SIAM/ASA J. Uncertain. Quantif. 3, 954-968 (2015). MSC: 60H30 62P35 76S05 35Q86 86A05 65C05 PDF BibTeX XML Cite \textit{M. Sinsbeck} and \textit{D. M. Tartakovsky}, SIAM/ASA J. Uncertain. Quantif. 3, 954--968 (2015; Zbl 1348.60102) Full Text: DOI
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