List your company

Operator learning (u0 -> u) on Stochastic Ginzburg-Landau (test)

0.126Relative L2 ErrorDeepONet
0.125840.126920.1280.12908Oct 19, 2021

Evaluation results

MethodLinks
DeepONetNumber of training samples (N)=100002021.100.126
FNONumber of training samples (N)=100002021.100.126
NSPDENumber of training samples (N)=100002021.100.126
FNONumber of training samples (N)=10002021.100.128
NSPDENumber of training samples (N)=10002021.100.128
DeepONetNumber of training samples (N)=10002021.100.13