Operator learning ((u0, xi) -> u) on Stochastic Ginzburg-Landau (test)
0.006Relative L2 ErrorNSPDE
Evaluation results
| Method | Links | |
|---|---|---|
| NSPDENumber of training samples (N)=100002021.10 | 0.006 | |
| NSPDENumber of training samples (N)=10002021.10 | 0.012 | |
| NCDE-FNONumber of training samples (N)=10002021.10 | 0.066 | |
| NCDE-FNONumber of training samples (N)=100002021.10 | 0.069 | |
| NCDENumber of training samples (N)=100002021.10 | 0.072 | |
| NRDENumber of training samples (N)=100002021.10 | 0.083 | |
| NCDENumber of training samples (N)=10002021.10 | 0.127 | |
| NRDENumber of training samples (N)=10002021.10 | 0.15 |