PDE Identification on Burgers PDE
100F1 ScoreWF-LASSO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WF-LASSONoise=0%, Mode=S2026.05 | 100 | — | — | |
| EqODNoise=0%, Mode=S2026.05 | 100 | 0 | 6 | |
| EqODNoise=5%, Mode=S2026.05 | 100 | 0.056 | 6 | |
| EqODNoise=10%, Mode=S2026.05 | 100 | 0.3 | 6 | |
| EqODNoise=0%, Seeds=102026.05 | 100 | — | — | |
| EqODNoise=5%, Seeds=102026.05 | 100 | — | — | |
| EqODNoise=10%, Seeds=102026.05 | 100 | — | — | |
| EqODNoise=0%, Seeds=102026.05 | 100 | — | — | |
| EqODNoise=5%, Seeds=102026.05 | 100 | — | — | |
| EqODNoise=10%, Seeds=102026.05 | 100 | — | — | |
| WF-LASSONoise=0%, Mode=S2026.05 | 100 | — | — | |
| EqODNoise=0%, Mode=S2026.05 | 100 | — | — | |
| EqODNoise=5%, Mode=S2026.05 | 100 | — | — | |
| EqODNoise=10%, Mode=S2026.05 | 100 | — | — | |
| WF-LASSONoise=5%, Mode=S2026.05 | 94.4 | — | — | |
| WF-LASSONoise=5%, Mode=S2026.05 | 94.4 | — | — | |
| EqODNoise=20%, Mode=S2026.05 | 92 | 0.32 | 6 | |
| EqODNoise=20%, Seeds=102026.05 | 92 | — | — | |
| EqODNoise=20%, Seeds=102026.05 | 92 | — | — | |
| EqODNoise=20%, Mode=S2026.05 | 92 | — | — | |
| WSINDyNoise=10%, Seeds=102026.05 | 76 | — | — | |
| WSINDyNoise=20%, Seeds=102026.05 | 73.3 | — | — | |
| WF-LASSONoise=10%, Mode=S2026.05 | 70 | — | — | |
| WSINDyNoise=0%, Seeds=102026.05 | 70 | — | — | |
| WF-LASSONoise=10%, Mode=S2026.05 | 70 | — | — | |
| WSINDyNoise=5%, Seeds=102026.05 | 68 | — | — | |
| PySINDy 2.0.0Noise=0%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.05 | 66.7 | — | — | |
| WF-LASSONoise=20%, Mode=S2026.05 | 60 | — | — | |
| WF-LASSONoise=20%, Mode=S2026.05 | 60 | — | — | |
| PySINDy 2.0.0Noise=5%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.05 | 53.7 | — | — | |
| PySINDy 2.0.0Noise=10%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.05 | 33.1 | — | — | |
| PySINDy 2.0.0Noise=20%, Optimizer=STLSQ, Threshold Selection=best, Seeds=102026.05 | 32.8 | — | — |