PDE Solving on Diffusion PDE (Error Metrics)
0.0001Relative L2 ErrorSAFE-NET
Evaluation Results
| Method | Links | |
|---|---|---|
| SAFE-NETOptimization Schedule=(2)2025.02 | 0.0001 | |
| RBF-POptimization Schedule=(2)2025.02 | 0.0001 | |
| RBF-POptimization Schedule=12025.02 | 0.0001 | |
| SAFE-NETOptimization Schedule=12025.02 | 0.0001 | |
| RBA-PINNOptimization Schedule=12025.02 | 0.0001 | |
| RBA-PINNOptimization Schedule=(2)2025.02 | 0.0001 | |
| RBFOptimization Schedule=(2)2025.02 | 0.0004 | |
| RBFOptimization Schedule=12025.02 | 0.0004 | |
| W-PINNOptimization Schedule=12025.02 | 0.0014 | |
| W-PINNOptimization Schedule=(2)2025.02 | 0.0016 | |
| RFFOptimization Schedule=12025.02 | 0.0026 | |
| RFFOptimization Schedule=(2)2025.02 | 0.0028 | |
| PINNOptimization Schedule=(2)2025.02 | 0.0091 | |
| PINNOptimization Schedule=12025.02 | 0.0097 | |
| FLS-PINNOptimization Schedule=12025.02 | 0.0589 | |
| FLS-PINNOptimization Schedule=(2)2025.02 | 0.0623 | |
| SAFE-NETOptimizer=L-BFGS2025.02 | 1.21 | |
| RBA-PINNOptimizer=L-BFGS2025.02 | 1.29 | |
| W-PINNOptimizer=L-BFGS2025.02 | 1.43 | |
| RFFOptimizer=L-BFGS2025.02 | 2.56 | |
| RBFOptimizer=L-BFGS2025.02 | 4.02 | |
| FLS-PINNOptimizer=L-BFGS2025.02 | 5.89 | |
| PINNOptimizer=L-BFGS2025.02 | 9.65 | |
| RBF-POptimizer=L-BFGS2025.02 | 9.91 |