xi -> u mapping on Stochastic Korteweg-De Vries (KdV) N=1000 1.0 (test)
0.004Relative L2 ErrorNSPDE
Evaluation Results
| Method | Links | |
|---|---|---|
| NSPDET=0.5, N=10002021.10 | 0.004 | |
| NSPDET=0.5, N=1000, Subsampling Time=0%, Subsampling Space=50%2021.10 | 0.005 | |
| NSPDET=0.5, N=1000, Subsampling Time=10%, Subsampling Space=0%2021.10 | 0.076 | |
| FNOT=0.5, N=10002021.10 | 0.079 | |
| NCDE-FNOT=0.5, N=10002021.10 | 0.126 | |
| DeepONetT=0.5, N=10002021.10 | 0.235 | |
| NCDET=0.5, N=10002021.10 | 0.464 | |
| NRDET=0.5, N=10002021.10 | 0.497 | |
| NSPDET=1.0, N=10002021.10 | 0.904 | |
| FNOT=1.0, N=10002021.10 | 0.913 |