Inverse PDE Solving on PoissonInv (test)
0.0612Mean L2 Relative ErrorSEA-PINN
Evaluation results
| Method | Links | |
|---|---|---|
| SEA-PINNNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=standard2026.06 | 0.0612 | |
| FNN-PINNNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=standard2026.06 | 0.0714 | |
| LAAFNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=standard2026.06 | 0.8832 | |
| GAAFNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=standard2026.06 | 1.0297 |