Forward PDE solving on Nonlinear Schrödinger (NLS) Equation
1.05Rel. L2 Error (Coupled Field)PINN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PINNParameter value (n)=62026.06 | 1.05 | 7.86 | |
| FPINNParameter value (n)=22026.06 | 1.78 | 1.26 | |
| PI-HPQNNParameter value (n)=42026.06 | 2.38 | 1.35 | |
| HQNNParameter value (n)=42026.06 | 2.67 | 1.76 | |
| HQNNParameter value (n)=22026.06 | 2.93 | 1.86 | |
| PINNParameter value (n)=22026.06 | 3.02 | 1.88 | |
| PINNParameter value (n)=42026.06 | 3.4 | 1.72 | |
| PI-HPQNNParameter value (n)=22026.06 | 3.76 | 2.23 | |
| FPINNParameter value (n)=42026.06 | 4.8 | 3.13 | |
| HQNNParameter value (n)=62026.06 | 5.19 | 3.83 | |
| PI-HPQNNParameter value (n)=62026.06 | 6.67 | 3.12 | |
| FPINNParameter value (n)=62026.06 | 9.92 | 8.97 |