Accelerating Bayesian inference of structural damage detection based on physics-guided CNN and zero-shot transfer learning
Structural Health Monitoring: An International Journal
Published online on December 03, 2025
Abstract
Structural Health Monitoring, Ahead of Print.
Bayesian inference for structural damage identification faces prohibitive computational demands due to high-dimensional parameter spaces and repeated evaluations of costly finite element (FE) models during Markov chain Monte Carlo (MCMC) sampling. This ...
Bayesian inference for structural damage identification faces prohibitive computational demands due to high-dimensional parameter spaces and repeated evaluations of costly finite element (FE) models during Markov chain Monte Carlo (MCMC) sampling. This ...