BRPC is an online Bayesian calibration framework that decouples parameter tracking from discrepancy modeling for gradual nonstationarity and adds restart mechanisms to handle abrupt regime shifts.
Continuous calibration of a digital twin: Comparison of particle filter and Bayesian calibration approaches.Data-Centric Engineering, 2:e15, 2021
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Online Bayesian Calibration under Gradual and Abrupt System Changes
BRPC is an online Bayesian calibration framework that decouples parameter tracking from discrepancy modeling for gradual nonstationarity and adds restart mechanisms to handle abrupt regime shifts.