… efficient and versatile Kriging-based active learning method to address the challenges of
structural reliability analysis in … Specifically, a novel learning function allocation (LFA) strategy is …

… these methods, 85 they may not suitable for efficiently dealing … efficient and versatile
Kriging-based active learning method … inherent in the structural reliability analysis for problems …

… used in structural reliability analysis that involve the iterative … The performance of Kriging-based
reliability analysis is … highlighting the versatility and applicability of the proposed method. …

… In light of the aforementioned drawbacks, this work proposes an efficient and versatile
Kriging-based active learn90 ing method to address the challenges of structural reliability …

… Active learning Kriging-based Inverse reliability analyses (AK… -probability failure issues in
inverse reliability analysis (IRA). … an active learning Kriging approach with proposed learning …

… This section presents a novel adaptive Kriging-based method that combines an active
learning function allocation scheme with a hybrid convergence criterion. Key contributions and …

… the Kriging-based surrogate model for forecasting structures’ … learning models, it remains
dominant in reliability analysis thanks … Our contributions: (i) A versatile SRA framework that can …

… KO is a versatile learning function because multiple combinations of ST and ϵ(X), can be …
F (2022a) Active learning Kriging-based reliability for assessing the safety of structures: theory …

… the MCS approach simple, versatile, and attractive in solving many structural reliability analysis
problems… For the Kriging-based methods, the regression model used is linear for the high-…

… Active learning method combining Kriging and Monte-Carlo Simulation for structural reliability
analysis… This paper proposes three modifications of the AK-MCS method to reduce the …