Bayesian Model Calibration with Integrated Discrepancy: Addressing Inexact Dislocation Dynamics Models

Liam Myhill, Enrique Martinez Saez, Sez Russcher

In this work, a novel approach to Bayesian model calibration routines is developed which reinterprets the traditional definition of model discrepancy as defined by Kennedy and O'Ha…