Spectral-Informed Neural Networks Outperform Spectral Methods in High-dimensional PDEs

Tianchi Yu, Ivan Oseledets

For low-dimensional problems ($d\le 3$), spectral methods can achieve exceptionally high accuracy. For middle-dimensional problems ($4\le d\lesssim 10$), spectral methods remain…