MetaPhysiCa: OOD Robustness in Physics-informed Machine Learning

S Chandra Mouli, Muhammad Ashraful Alam, Bruno Ribeiro

A fundamental challenge in physics-informed machine learning (PIML) is the design of robust PIML methods for out-of-distribution (OOD) forecasting tasks. These OOD tasks require le…