Conservation Error Estimation on 2D Advection equation
1.02Momentum Conservation ErrorPINN-Proj
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PINN-ProjIntegration Method=Fixed Grid2026.03 | 1.02 | 6.82 | |
| SDIFPIntegration Method=Fixed Grid2026.03 | 1.02 | 6.82 | |
| SDIFPIntegration Method=Random Collocation2026.03 | 1.02 | 6.82 | |
| PINN-KTTIntegration Method=Fixed Grid2026.03 | 2.46 | 1.64 | |
| PINN-ProjIntegration Method=Random Collocation2026.03 | 3.07 | 2.04 | |
| PINN-SCIntegration Method=Random Collocation2026.03 | 3.69 | 2.45 | |
| PINN-KTTIntegration Method=Random Collocation2026.03 | 4.1 | 2.73 | |
| PINN-SCIntegration Method=Fixed Grid2026.03 | 6.14 | 4.09 |