Novel algorithm using Active Metamodel Learning and Importance Sampling: application to multiple failure regions of low probability

Nassim Razaaly (1, 2) , Pietro Marco Congedo (3, 2)

1 CARDAMOM - Certified Adaptive discRete moDels for robust simulAtions of CoMplex flOws with Moving fronts
2 Inria-CWI - Inria-CWI
3 DeFI - Shape reconstruction and identification

Domaines: Dynamique des Fluides [physics.flu-dyn]

Nassim Razaaly, Pietro Marco Congedo. Novel algorithm using Active Metamodel Learning and Importance Sampling: application to multiple failure regions of low probability. Journal of Computational Physics, In press. ⟨hal-01780050⟩