Solving Non-linear Problem on Example 2 (epsilon = 2^-7)
0.0001L2 ErrorW-PINN (Morlet)
Evaluation results
| Method | Links | |
|---|---|---|
| W-PINN (Morlet)Average Training Time=2m 31s2024.09 | 0.0001 | |
| W-PINN (Gaussian)Average Training Time=2m 21s2024.09 | 0.0001 | |
| W-PINN (Mexican hat)Average Training Time=2m 24s2024.09 | 0.0004 | |
| PIRBNAverage Training Time=2m 5s2024.09 | 0.0007 | |
| Gabor PINNAverage Training Time=3m 17s2024.09 | 0.0078 | |
| Wavelet ActivationAverage Training Time=3m 14s2024.09 | 0.022 | |
| PINNAverage Training Time=3m 33s2024.09 | 0.085 |