Solving Non-linear Problem on Example 2 epsilon = 2^-10
0.0001L2 ErrorW-PINN (Morlet)
Evaluation Results
| Method | Links | |
|---|---|---|
| W-PINN (Morlet)Average Training Time=2m 13s2024.09 | 0.0001 | |
| W-PINN (Gaussian)Average Training Time=2m 27s2024.09 | 0.0001 | |
| W-PINN (Mexican hat)Average Training Time=2m 48s2024.09 | 0.0005 | |
| PIRBNAverage Training Time=3m 13s2024.09 | 0.016 | |
| Gabor PINNAverage Training Time=3m 42s2024.09 | 0.091 | |
| Wavelet Activation2024.09 | 0.34 | |
| PINN2024.09 | 1.4 |