Hierarchical Bayesian Modeling for Uncertainty Quantification and Reliability Updating using Data

Xinyu Jia, Weinan Hou, Costas Papadimitriou

Quantifying uncertainty and updating reliability are essential for ensuring the safety and performance of engineering systems. This study develops a hierarchical Bayesian modeling…