Bayesian Active Learning for Bayesian Model Updating: the Art of Acquisition Functions and Beyond

Jingwen Song, Pengfei Wei

Estimating posteriors and the associated model evidences, with desired accuracy and affordable computational cost, is a core issue of Bayesian model updating, and can be of great c…