Multi-point active learning probability density evolution method

doi:10.1016/j.strusafe.2025.102633

Multi-point active learning probability density evolution method

2025-07-08

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AI

Alexandros A. Taflanidis

J

Jize Zhang *

DOI：10.1016/j.strusafe.2025.102633

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Abstract

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• An explicit formulation of failure probability is developed for PDEM. • A tight uncertainty measure of Kriging-based failure probability estimation is proposed. • A multi-point learning function is analytically derived. • The global estimation error of failure probability is decomposed into three parts.

Multi-point active learning probability density evolution method

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