Forward PDE Solving on Poisson3D ComplexGeometry (test)
0.2031Mean 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=4x2026.06 | 0.2031 | |
| FNN-PINNNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=4x2026.06 | 0.2113 | |
| LAAFNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=4x2026.06 | 0.3296 | |
| GAAFNumber of Layers=5, Neurons per Layer=100, Activation Function=tanh, Initialization=Xavier-normal, Collocation Points=4x2026.06 | 0.9449 |