PDE Identification on Fisher-KPP PDE
50F1 ScoreWF-LASSO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WF-LASSONoise=5%, Mode=SS2026.05 | 50 | — | — | |
| EqODNoise=5%, Mode=SS2026.05 | 50 | 0 | 5 | |
| WF-LASSONoise=10%, Mode=SS2026.05 | 49.4 | — | — | |
| EqODNoise=10%, Mode=SS2026.05 | 49.4 | 0 | 5.1 | |
| WF-LASSONoise=20%, Mode=SS2026.05 | 46.7 | — | — | |
| EqODNoise=20%, Mode=SS2026.05 | 46.7 | 0 | 5.1 | |
| WF-LASSONoise=0%, Mode=SS2026.05 | 44.4 | — | — | |
| EqODNoise=0%, Mode=SS2026.05 | 44.4 | 0 | 6 | |
| PySINDy 2.0.0Noise=0%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.05 | 0.8 | — | — | |
| PySINDy 2.0.0Noise=5%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.05 | 0.8 | — | — | |
| PySINDy 2.0.0Noise=10%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.05 | 0.76 | — | — | |
| PySINDy 2.0.0Noise=20%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.05 | 0.72 | — | — | |
| EqODNoise=5%, Seeds=102026.05 | 0.5 | — | — | |
| WF-LASSONoise=5%, Mode=SS2026.05 | 0.5 | — | — | |
| EqODNoise=5%, Mode=SS2026.05 | 0.5 | — | — | |
| EqODNoise=10%, Seeds=102026.05 | 0.494 | — | — | |
| WF-LASSONoise=10%, Mode=SS2026.05 | 0.494 | — | — | |
| EqODNoise=10%, Mode=SS2026.05 | 0.494 | — | — | |
| EqODNoise=20%, Seeds=102026.05 | 0.467 | — | — | |
| WF-LASSONoise=20%, Mode=SS2026.05 | 0.467 | — | — | |
| EqODNoise=20%, Mode=SS2026.05 | 0.467 | — | — | |
| EqODNoise=0%, Seeds=102026.05 | 0.444 | — | — | |
| WF-LASSONoise=0%, Mode=SS2026.05 | 0.444 | — | — | |
| EqODNoise=0%, Mode=SS2026.05 | 0.444 | — | — |