Conservation Error Estimation on 1D Reaction-Diffusion equation
1.49Momentum Conservation ErrorPINN-KTT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PINN-KTTIntegration Method=Fixed Grid2026.03 | 1.49 | 3.13 | |
| PINN-ProjIntegration Method=Fixed Grid2026.03 | 1.58 | 2.81 | |
| SDIFPIntegration Method=Fixed Grid2026.03 | 2.4 | 2.61 | |
| PINN-KTTIntegration Method=Random Collocation2026.03 | 2.65 | 3.13 | |
| SDIFPIntegration Method=Random Collocation2026.03 | 3.03 | 2.17 | |
| PINN-SCIntegration Method=Fixed Grid2026.03 | 4.43 | 6.25 | |
| PINN-ProjIntegration Method=Random Collocation2026.03 | 6.21 | 3 | |
| PINN-SCIntegration Method=Random Collocation2026.03 | 7.59 | 1.7 |