PDE dynamics prediction on Allen-Cahn 1D (test)
0.0055Relative Prediction Error (5-step)SpecOnsNet
Evaluation results
| Method | Links | |
|---|---|---|
| SpecOnsNet#params=18.2 K2026.05 | 0.0055 | |
| Classical solver2026.05 | 0.0085 | |
| FNO#params=66.3 K2026.05 | 0.0204 | |
| OnsagerNet#params=1.3 M2026.05 | 0.026 |