PDE Solving on Helmholtz (RMSE)
0.222RMSE (Helmholtz)GP-HM
Evaluation Results
| Method | Links | |
|---|---|---|
| GP-HMParam=Grid=100^22026.05 | 0.222 | |
| MetaCollocParam=H=1282026.05 | 0.5 | |
| MetaCollocParam=H=2562026.05 | 0.502 | |
| PINN L-BFGSParam=H=1282026.05 | 0.502 | |
| PINN L-BFGSParam=H=2562026.05 | 0.502 | |
| PINN L-BFGSParam=H=5122026.05 | 0.502 | |
| PINN L-BFGSParam=H=10242026.05 | 0.502 | |
| ConFIGParam=H=1282026.05 | 0.502 | |
| ConFIGParam=H=2562026.05 | 0.502 | |
| ConFIGParam=H=5122026.05 | 0.502 | |
| ConFIGParam=H=10242026.05 | 0.502 | |
| PINN DCGDParam=H=1282026.05 | 0.502 | |
| PINN DCGDParam=H=2562026.05 | 0.502 | |
| PINN DCGDParam=H=5122026.05 | 0.502 | |
| PINN DCGDParam=H=10242026.05 | 0.502 | |
| MetaCollocParam=H=5122026.05 | 0.508 | |
| MetaCollocParam=H=10242026.05 | 0.534 |