2 papers
stat.ME2025
Sequential multiple importance sampling for high-dimensional Bayesian inference
Li Binbin, He Xiao, Liao Zihan
This paper introduces a sequential multiple importance sampling (SeMIS) algorithm for high-dimensional Bayesian inference. The method estimates Bayesian evidence using all generate…
stat.ME2025
Curse of Dimensionality in Bayesian Model Updating
Li Binbin, Liao Zihan
Bayesian approach provides a coherent framework to address the model updating problem in structural health monitoring. The current practice, however, only focuses on low-dimension…