Mind the Gap: Navigating Inference with Optimal Transport Maps
This work presents a solution to this ``misspecification''problem: a model calibration approach based on optimal transport, which is applied to high-dimensional simulations for the first time and has broad applications for correcting high-dimensional simulations across the sciences.