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	Failure-Informed Adaptive Sampling for PINNs, Part II: Combining with Re-sampling and Subset Simulation Journal article Communications on Applied Mathematics and Computation,2024, volume: 6, issue: 3, pages: 1720-1741 Authors: Gao, Zhiwei; Tang, Tao; Yan, Liang; Zhou, Tao Favorite \| View/Download：9/0 \| Submit date：2024/09/04 35R30 65K10 68T20 Adaptive sampling Failure probability Physic-informed neural networks (PINNs)
	A new active-learning estimation method for the failure probability of structural reliability based on Kriging model and simple penalty function Journal article Computer Methods in Applied Mechanics and Engineering,2023, volume: 410 Authors: Wang, Yanjin; Pan, Hao; Shi, Yina; Wang, Ruili; Wang, Pei Favorite \| View/Download：4/0 \| Submit date：2023/09/11 Active learning method Failure probability Kriging model Simple penalty function Structural reliability analysis