Surrogate model uncertainty quantification for active learning reliability analysis
Release Time:2024-12-05 Hits:
Date of Publication: 2024-11-15
Journal: Chinese Journal of Aeronautics
ISSN: 1000-9361
Key Words: Active Learning; Adversarial machine learning; Classification functions; Contrastive Learning; Failure Probability; Kriging model; Modeling uncertainties; Monte Carlo's simulation; Probabilistic classification; Surrogate modeling; Uncertainty quantifications