Fourier Neural Operator for Parametric Partial Differential Equations

https://arxiv.org/abs/2010.08895

Neural operator with kernels parameterized in Fourier space; Burgers, Darcy, Navier-Stokes; up to three orders of magnitude faster than traditional PDE solvers; zero-shot super-resolution.

Graph network simulators and neural operators