List your company
ResearchFormerly WizWand

Operator Learning (xi -> u) on Stochastic Ginzburg-Landau (test)

0.006Relative L2 ErrorNSPDE
0.001080.034290.06750.10071Oct 19, 2021
Updated 8mo ago

Evaluation results

MethodLinks
NSPDENumber of training samples (N)=100002021.100.006
NSPDENumber of training samples (N)=10002021.100.009
FNONumber of training samples (N)=100002021.100.027
FNONumber of training samples (N)=10002021.100.032
NCDENumber of training samples (N)=100002021.100.056
DeepONetNumber of training samples (N)=100002021.100.061
NCDE-FNONumber of training samples (N)=100002021.100.066
NRDENumber of training samples (N)=100002021.100.07
NCDE-FNONumber of training samples (N)=10002021.100.071
NCDENumber of training samples (N)=10002021.100.112
DeepONetNumber of training samples (N)=10002021.100.126
NRDENumber of training samples (N)=10002021.100.129