Heat Equation on Heat Equation 20K epochs
0.0018L1 ErrorBump-PINN
Evaluation Results
| Method | Links | |
|---|---|---|
| Bump-PINN# param=840, train time (sec)=122025.12 | 0.0018 | |
| Bump-SAPINN# param=840, train time (sec)=1112025.12 | 0.0065 | |
| PINN# param=3421, train time (sec)=412025.12 | 0.0315 | |
| SAPINN# param=3421, train time (sec)=1442025.12 | 0.0456 | |
| SPINN# param=1021, train time (sec)=2912025.12 | 2.18 |