Active learning for system reliability analysis using PC-Kriging, subset simulation and sensitivity analysis

Pietro Parisi (1) , Maliki Moustapha (1) , Stefano Marelli (2, 1) , Bruno Sudret (3, 2, 1)

1 Chair of Risk, Safety and Uncertainty Quantification [ETH Zurich]
2 ETH Zürich - Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich]
3 GdR MASCOT-NUM - Méthodes d'Analyse Stochastique des Codes et Traitements Numériques

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

Pietro Parisi, Maliki Moustapha, Stefano Marelli, Bruno Sudret. Active learning for system reliability analysis using PC-Kriging, subset simulation and sensitivity analysis. 8th International Symposium on Reliability Engineering and Risk Management (ISRERM), Sep 2022, Hannover, Germany. ⟨hal-03788069⟩