Characterizing and Mitigating Distributional Bias in Physics-Informed Generative Models

Tanja Bien, Samir Darouich, Lluís Pastor-Pérez +3

Physics-informed generative models augment a data-fitting objective with residual penalties that encourage physical constraints to hold in generated samples. However, improving con…