Conservation Error Estimation on 1D KdV equation
1.4Momentum Conservation ErrorPINN-SC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PINN-SCIntegration Method=Fixed Grid2026.03 | 1.4 | 9.01 | |
| PINN-SCIntegration Method=Random Collocation2026.03 | 1.41 | 1.64 | |
| PINN-ProjIntegration Method=Fixed Grid2026.03 | 1.55 | 7.63 | |
| PINN-KTTIntegration Method=Fixed Grid2026.03 | 1.72 | 2.05 | |
| PINN-ProjIntegration Method=Random Collocation2026.03 | 1.79 | 9.06 | |
| PINN-KTTIntegration Method=Random Collocation2026.03 | 4.01 | 2.08 | |
| SDIFPIntegration Method=Fixed Grid2026.03 | 4.12 | 8.41 | |
| SDIFPIntegration Method=Random Collocation2026.03 | 6.94 | 3.62 |