This paper proposes an original and easily implementable method to assess the failure probability of complex structures.
Echard et al. [27] proposed ALK-IS, which is an effective method for small failure probability reliability analysis problems by combining Kriging and IS. Huang ...
"A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models," Reliability Engineering ...
It associates the Kriging metamodel and its advantageous stochastic property with the Importance Sampling method to assess small failure probabilities. It ...
A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models. Article. Mar 2013; RELIAB ...
A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models. Author: ECHARD, B1 ...
Aug 9, 2015 · Lemaire, A combined importance sampling and kriging reliability method for small failure probabilities with time-demanding numerical models ...
Active learning method combining Kriging model and multimodal‐optimization‐based importance sampling for the estimation of small failure probability.
When the failure probability is small, the simulation methods may have high computational costs, especially for complicated and time-consuming numerical models.
Active learning method combining Kriging model and multimodal ...
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Jun 28, 2020 · A novel method which combines the active learning Kriging (ALK) model with important sampling is proposed in this paper.