Heat Equation Simulation on 2D battery pack
0MAEPFNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PFNNTime step=02022.10 | 0 | 0.02 | |
| PFNN-2Time step=02022.10 | 0 | 0.02 | |
| HCTime step=02022.10 | 0 | 0.02 | |
| PINN-LA-2Time step=12022.10 | 0.0211 | 4.09 | |
| HCTime step=average2022.10 | 0.0221 | 5.1 | |
| HCTime step=12022.10 | 0.0225 | 3.77 | |
| HCTime step=0.52022.10 | 0.0246 | 5.38 | |
| FBPINNTime step=12022.10 | 0.0249 | 5.87 | |
| PINNTime step=12022.10 | 0.0287 | 4.47 | |
| FBPINNTime step=0.52022.10 | 0.0293 | 8.13 | |
| PINN-LA-2Time step=0.52022.10 | 0.0321 | 8.94 | |
| FBPINNTime step=average2022.10 | 0.0343 | 14.74 | |
| PINN-LA-2Time step=average2022.10 | 0.0402 | 19.76 | |
| PINNTime step=0.52022.10 | 0.0457 | 11.65 | |
| PINNTime step=average2022.10 | 0.0539 | 24.82 | |
| PINN-LATime step=12022.10 | 0.0621 | 11.96 | |
| PINN-LATime step=0.52022.10 | 0.0652 | 19.13 | |
| PINN-LATime step=average2022.10 | 0.0661 | 27.06 | |
| FBPINNTime step=02022.10 | 0.0704 | 70.33 | |
| PINN-LATime step=02022.10 | 0.0918 | 91.72 | |
| PINN-LA-2Time step=02022.10 | 0.1062 | 106.05 | |
| PINNTime step=02022.10 | 0.1283 | 128.21 | |
| xPINNTime step=0.52022.10 | 0.1295 | 30.28 | |
| xPINNTime step=average2022.10 | 0.1454 | 54.7 | |
| xPINNTime step=12022.10 | 0.1515 | 20.25 | |
| xPINNTime step=02022.10 | 0.223 | 222.83 | |
| PFNNTime step=average2022.10 | 0.2758 | 68.29 | |
| PFNNTime step=0.52022.10 | 0.3036 | 79.64 | |
| PFNN-2Time step=average2022.10 | 0.3215 | 59.62 | |
| PFNN-2Time step=0.52022.10 | 0.3462 | 66.06 | |
| PFNNTime step=12022.10 | 0.4308 | 84.6 | |
| PFNN-2Time step=12022.10 | 0.5474 | 90.21 |