Non-degenerate Marginal-Likelihood Calibration with Application to Quantum Characterization

Mohammad Motamed, N. Anders Petersson

We propose a marginal likelihood strategy within the Kennedy-O'Hagan (KOH) Bayesian framework, where a Gaussian process (GP) models the discrepancy between a physical system and it…