Modeling Partial Differential Equations on Convection PDE 1-dimensional (test)
0LossPINNsformer (x^3 + dynamic scale)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PINNsformer (x^3 + dynamic scale)Activation=x^3 + dynamic scale2024.10 | 0 | 0.035 | 0.04 | |
| PINNsformer (x^3 + fixed scale)Activation=x^3 + fixed scale2024.10 | 0 | 0.039 | 0.043 | |
| PINNsformer (softmax)Activation=softmax2024.10 | 0.0001 | 0.041 | 0.044 | |
| PINNsformer (x^3)Activation=x^32024.10 | 0.0001 | 0.098 | 0.11 |