Surrogate-Guided Adaptive Importance Sampling for Failure Probability Estimation

Ashwin Renganathan, Annie S. Booth

We consider the sample efficient estimation of failure probabilities from expensive oracle evaluations of a limit state function via importance sampling (IS). In contrast to conven…