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A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models.
B. Echard
Nicolas Gayton
Maurice Lemaire
N. Relun
Published in:
Reliab. Eng. Syst. Saf. (2013)
Keyphrases
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importance sampling
prior knowledge
dynamic programming
model selection
rare events
machine learning
reinforcement learning
pairwise
probability distribution
state space
information extraction
energy function
cross validation
monte carlo
kalman filter
prior information