Beyond black-boxes in Bayesian inverse problems and model validation: applications in solid mechanics of elastography

Lukas Bruder, Phaedon-Stelios Koutsourelakis

The present paper is motivated by one of the most fundamental challenges in inverse problems, that of quantifying model discrepancies and errors. While significant strides have bee…