Chatrabgoun, O.; Esmaeilbeigi, M.; Cheraghi, M.; Daneshkhah, A. Stable likelihood computation for machine learning of linear differential operators with Gaussian processes. (English) Zbl 1498.62182 Int. J. Uncertain. Quantif. 12, No. 3, 75-99 (2022). MSC: 62M45 × Cite Format Result Cite Review PDF
Lüthen, N.; Marelli, S.; Sudret, B. Automatic selection of basis-adaptive sparse polynomial chaos expansions for engineering applications. (English) Zbl 1498.62012 Int. J. Uncertain. Quantif. 12, No. 3, 49-74 (2022). MSC: 62-08 65K10 × Cite Format Result Cite Review PDF Full Text: arXiv
Strand, Andreas; Kjølaas, Jørn; Bergstrøm, Trond H.; Steinsland, Ingelin; Hellevik, Leif Rune Closure law model uncertainty quantification. (English) Zbl 1498.62337 Int. J. Uncertain. Quantif. 12, No. 3, 31-48 (2022). MSC: 62P30 60G25 × Cite Format Result Cite Review PDF
Cheng, Kai; Lu, Zhenzhou; Xiao, Sinan; Oladyshkin, Sergey; Nowak, Wolfgang Mixed covariance function kriging model for uncertainty quantification. (English) Zbl 1498.62061 Int. J. Uncertain. Quantif. 12, No. 3, 17-30 (2022). MSC: 62F15 × Cite Format Result Cite Review PDF