Introducing latent variables in polynomial chaos expansions to surrogate stochastic simulators

Xujia Zhu (1) , Bruno Sudret (2, 1)

1 Chair of Risk, Safety and Uncertainty Quantification [ETH Zurich]
2 GdR MASCOT-NUM - Méthodes d'Analyse Stochastique des Codes et Traitements Numériques

Domaines: Sciences de l'ingénieur [physics]; Mathématiques [math]; Statistiques [stat]

Xujia Zhu, Bruno Sudret. Introducing latent variables in polynomial chaos expansions to surrogate stochastic simulators. Proc. 13th International Conference on Structural Safety & Reliability, Tongji University, Shanghai (China), September 13-17, Sep 2022, Shanghai, China. ⟨hal-03789082⟩