Geometry-physics confounding impairs PDE learning across varying domains

Yinghao Cheng, Gengxiang Chen, Xu Liu +6

Learning partial differential equation (PDE) dynamics across varying domains is central to predictive modelling and data-driven discovery of governing equations. However, geometric…