Forward PDE Solving on PoissonND (test)
0.08Mean L2 Relative ErrorFNN-PINN
Evaluation results
| Method | Links | |
|---|---|---|
| FNN-PINNNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=4x2026.06 | 0.08 | |
| SEA-PINNNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=4x2026.06 | 0.22 | |
| LAAFNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=4x2026.06 | 1.21 | |
| GAAFNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=4x2026.06 | 19.54 |