Browsing by Author "Dasgupta, Agnimitra"
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Learning Importance Sampling Distributions via Normalizing Flows to Estimate Rare-Event Failure Probabilities
Dasgupta, Agnimitra; Johnson, Erik (2023-04-19)Engineered systems are typically designed to be robust and have very low probabilities of failure. However, developing accurate estimates of these probabilities can be challenging given the complex (and typically nonlinear) ...