Toward a Better Understanding of Fourier Neural Operators from a Spectral Perspective

Shaoxiang Qin, Fuyuan Lyu, Wenhui Peng +7

In solving partial differential equations (PDEs), Fourier Neural Operators (FNOs) have exhibited notable effectiveness. However, FNO is observed to be ineffective with large Fourie…