Simulation-free reliability analysis with active learning and Physics-Informed Neural Network
Author:
Funder
NSF CMMI
Ohio State University
National Science Foundation
Publisher
Elsevier BV
Subject
Industrial and Manufacturing Engineering,Safety, Risk, Reliability and Quality
Reference50 articles.
1. Structural reliability;Lemaire,2013
2. Construction of response surfaces based on progressive-lattice-sampling experimental designs with application to uncertainty propagation;Romero;Struct Saf,2004
3. The promise and peril of uncertainty quantification using response surface approximations;Giunta;Struct Infrastruct Eng,2006
4. Non-linear partial least squares response surface method for structural reliability analysis;Zhao;Reliab Eng Syst Saf,2017
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