State of Charge (SOC) estimation on US06 Cycle -20°C
15.4MAEFDIFF-PINN-RNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FDIFF-PINN-RNN2025.12 | 15.4 | 3.7 | |
| RNN2025.12 | 16.4 | 3.2 | |
| MLP2025.12 | 16.6 | 3.9 | |
| LSTM2025.12 | 16.7 | 4 | |
| FDIFF-PINN-LSTM2025.12 | 17.4 | 4.4 | |
| FDIFF-PINN-MLP2025.12 | 317 | 1,060 |