Fourier Neural Operators for Non-Markovian Processes:Approximation Theorems and Experiments

Wonjae Lee, Taeyoung Kim, Hyungbin Park

This paper introduces an operator-based neural network, the mirror-padded Fourier neural operator (MFNO), designed to learn the dynamics of stochastic systems. MFNO extends the sta…