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Surrogate model uncertainty quantification for active learning reliability analysis

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Date of Publication:2024-11-15

Journal:Chinese Journal of Aeronautics

ISSN No.: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

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