Qiwei Yuan

Invertible Fourier Neural Operators for Tackling Both Forward and Inverse Problems

Fourier Neural Operator (FNO) is a powerful and popular operator learning method. However, FNO is mainly used in forward prediction, yet a great many applications rely on solving inverse problems. In this paper, we propose an invertible Fourier Neural Operator (iFNO) for jointly tackling the forwar…