Prediction (u0 -> u mapping) on Stochastic KdV (N=1000, T=0.5 1.0) (test)
0.008Relative L2 ErrorNSPDE
Evaluation Results
| Method | Links | |
|---|---|---|
| NSPDET=0.5, N=10002021.10 | 0.008 | |
| NSPDET=0.5, N=1000, Subsampling Time=0%, Subsampling Space=50%2021.10 | 0.008 | |
| NSPDET=1.0, N=10002021.10 | 0.012 | |
| NSPDET=0.5, N=1000, Subsampling Time=10%, Subsampling Space=0%2021.10 | 0.059 | |
| NCDE-FNOT=0.5, N=10002021.10 | 0.259 | |
| NCDET=0.5, N=10002021.10 | 0.466 | |
| NRDET=0.5, N=10002021.10 | 0.503 | |
| NSPDET=0.5, N=10002021.10 | 0.832 | |
| FNOT=0.5, N=10002021.10 | 0.835 | |
| DeepONetT=0.5, N=10002021.10 | 0.874 |