An Operator-Consistent Graph Neural Network for Learning Diffusion Dynamics on Irregular Meshes

Yuelian Li, Andrew Rushing Hands

Classical numerical methods solve partial differential equations (PDEs) efficiently on regular meshes, but many of them become unstable on irregular domains. In practice, multiphys…