PDE Solving on KdV
0.0001RMSEGP-HM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GP-HMParam=Grid=100^22026.05 | 0.0001 | — | — | — | |
| MetaCollocParam=H=10242026.05 | 0.0001 | — | — | — | |
| MetaCollocParam=H=5122026.05 | 0.0002 | — | — | — | |
| MetaCollocParam=H=2562026.05 | 0.0002 | — | — | — | |
| MetaCollocParam=H=1282026.05 | 0.0026 | — | — | — | |
| PINN DCGDParam=H=5122026.05 | 0.0167 | — | — | — | |
| ConFIGParam=H=5122026.05 | 0.0174 | — | — | — | |
| PINN DCGDParam=H=2562026.05 | 0.021 | — | — | — | |
| ConFIGParam=H=10242026.05 | 0.0225 | — | — | — | |
| ConFIGParam=H=2562026.05 | 0.0274 | — | — | — | |
| PINN DCGDParam=H=1282026.05 | 0.0336 | — | — | — | |
| ConFIGParam=H=1282026.05 | 0.037 | — | — | — | |
| PINN DCGDParam=H=10242026.05 | 0.0439 | — | — | — | |
| PINN L-BFGSParam=H=5122026.05 | 0.0469 | — | — | — | |
| PINN L-BFGSParam=H=2562026.05 | 0.0626 | — | — | — | |
| PINN L-BFGSParam=H=1282026.05 | 0.0707 | — | — | — | |
| PINN L-BFGSParam=H=10242026.05 | 0.0922 | — | — | — | |
| HOPSSNumber of Training Instances=10002025.10 | — | 1,080 | 0.0017 | 0.036 | |
| HOPSSNumber of Training Instances=100002025.10 | — | 1,090 | 0.0098 | 0.038 | |
| TraditionNumber of Training Instances=10002025.10 | — | 2,160 | 0.0087 | 0.031 |