35 citations · 35 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 35 cited
Adaptive Reliability Analysis for Multi-fidelity Models using a Collective Learning Strategy
Chi Zhang, Chaolin Song, Abdollah Shafieezadeh
In many fields of science and engineering, models with different fidelities are available. Physical experiments or detailed simulations that accurately capture the behavior of the…
stat.AP2020
Value of Information Analysis via Active Learning and Knowledge Sharing in Error-Controlled Adaptive Kriging
Chi Zhang, Zeyu Wang, Abdollah Shafieezadeh
Large uncertainties in many phenomena have challenged decision making. Collecting additional information to better characterize reducible uncertainties is among decision alternativ…