Operator learning (u0 -> u) on Stochastic Ginzburg-Landau (test)
0.126Relative L2 ErrorDeepONet
Evaluation Results
| Method | Links | |
|---|---|---|
| DeepONetNumber of training samples (N)=100002021.10 | 0.126 | |
| FNONumber of training samples (N)=100002021.10 | 0.126 | |
| NSPDENumber of training samples (N)=100002021.10 | 0.126 | |
| FNONumber of training samples (N)=10002021.10 | 0.128 | |
| NSPDENumber of training samples (N)=10002021.10 | 0.128 | |
| DeepONetNumber of training samples (N)=10002021.10 | 0.13 |