Do Neural PDE Solvers Learn the Right Dynamics?

Haonan Li, Yue Song, Bin Yang +1

Neural PDE solvers can achieve low prediction errors, but do they reproduce the dynamics of the systems they model? Prediction scores alone offer an incomplete answer: they measure…