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RISEnhancing Bayesian Inference-Based Damage Diagnostics Through Domain Translation With Application to Miter Gates
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Bayesian inference based on computational simulations plays a crucial role in model-informed damage diagnostics and the design of reliable engineering systems, such as the miter gates studied in this article. While Bayesian ...
Bayesian Model Updating of Multiscale Simulations Informing Corrosion Prognostics Using Conditional Invertible Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Physics-based multiscale corrosion simulation plays a vital role in predicting the evolution of pitting corrosion on large civil infrastructure, contributing to a model-informed structural health monitoring strategy for ...