Bayesian Model Calibration for Extrapolative Prediction via Gibbs Posteriors

Spencer Woody, Novin Ghaffari, Lauren Hund

The current standard Bayesian approach to model calibration, which assigns a Gaussian process prior to the discrepancy term, often suffers from issues of unidentifiability and comp…