PDE Solving on HighFreq Poisson
0.101RMSEConFIG
Evaluation Results
| Method | Links | |
|---|---|---|
| ConFIGParam=H=1282026.05 | 0.101 | |
| ConFIGParam=H=10242026.05 | 0.139 | |
| PINN DCGDParam=H=1282026.05 | 0.158 | |
| PINN DCGDParam=H=10242026.05 | 0.193 | |
| ConFIGParam=H=5122026.05 | 0.296 | |
| ConFIGParam=H=2562026.05 | 0.416 | |
| PINN DCGDParam=H=2562026.05 | 0.463 | |
| GP-HMParam=Grid=100^22026.05 | 0.466 | |
| MetaCollocParam=H=2562026.05 | 0.781 | |
| MetaCollocParam=H=5122026.05 | 0.826 | |
| PINN DCGDParam=H=5122026.05 | 0.831 | |
| MetaCollocParam=H=1282026.05 | 0.92 | |
| MetaCollocParam=H=10242026.05 | 1.03 | |
| PINN L-BFGSParam=H=10242026.05 | 1.48 | |
| PINN L-BFGSParam=H=5122026.05 | 9 | |
| PINN L-BFGSParam=H=2562026.05 | 10.5 | |
| PINN L-BFGSParam=H=1282026.05 | 12.5 |