Active learning for structural reliability: Survey, general framework and benchmark

Maliki Moustapha (1) , Stefano Marelli (1) , Bruno Sudret (1, 2)

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

Domaines: Calcul [stat.CO]; Applications [stat.AP]; Machine Learning [stat.ML]

Maliki Moustapha, Stefano Marelli, Bruno Sudret. Active learning for structural reliability: Survey, general framework and benchmark. Structural Safety, 2022, 96 (2), pp.102174. ⟨10.1016/j.strusafe.2021.102174⟩. ⟨hal-03610315⟩