16 citations · 19 across the 2 of their papers we have counts for
2 papers
stat.CO2025★ 3 cited
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…
cs.LG2024★ 16 cited
Sampling and active learning methods for network reliability estimation using K-terminal spanning tree
Chen Ding, Pengfei Wei, Yan Shi +3
Network reliability analysis remains a challenge due to the increasing size and complexity of networks. This paper presents a novel sampling method and an active learning method fo…