Forward PDE Solving on Helmholtz (test)
0.1385Relative H1 ErrorFM4PDE
Evaluation Results
| Method | Links | |
|---|---|---|
| FM4PDEObservation setting=full observations, Number of steps=10002026.05 | 0.1385 | |
| sCM-PINNNFE=642026.02 | 0.233 | |
| sCMNFE=642026.02 | 0.282 | |
| sCM-PINNNFE=322026.02 | 0.287 | |
| sCMNFE=322026.02 | 0.334 | |
| sCM-PINNNFE=162026.02 | 0.376 | |
| DeepONetObservation setting=full observations2026.05 | 0.4106 | |
| sCMNFE=162026.02 | 0.431 | |
| FNOObservation setting=full observations2026.05 | 0.5164 | |
| DiffusionPDENFE=1272026.02 | 0.937 | |
| DiffusionPDENFE=632026.02 | 1.2 | |
| DiffusionPDENFE=312026.02 | 1.38 |