Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective

Takeshi Koshizuka, Masahiro Fujisawa, Yusuke Tanaka +1

In this paper, we explores the expressivity and trainability of the Fourier Neural Operator (FNO). We establish a mean-field theory for the FNO, analyzing the behavior of the rando…