Forward PDE solving on Sine-Gordon Equation
1.66Relative L2 ErrorHQNN
Evaluation results
| Method | Links | |
|---|---|---|
| HQNNParameter value (k)=72026.06 | 1.66 | |
| PINNParameter value (k)=72026.06 | 1.76 | |
| FPINNParameter value (k)=62026.06 | 1.81 | |
| PINNParameter value (k)=82026.06 | 2.13 | |
| FPINNParameter value (k)=72026.06 | 4.24 | |
| HQNNParameter value (k)=62026.06 | 5.47 | |
| PI-HPQNNParameter value (k)=62026.06 | 5.69 | |
| PI-HPQNNParameter value (k)=72026.06 | 6.02 | |
| HQNNParameter value (k)=82026.06 | 6.51 | |
| FPINNParameter value (k)=82026.06 | 8.33 | |
| PI-HPQNNParameter value (k)=82026.06 | 8.71 | |
| PINNParameter value (k)=62026.06 | 9.75 |