SOC Prediction on LA92 Cycle 0°C
0.155MAEFDIFF-PINN-MLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FDIFF-PINN-MLPBackbone=MLP2025.12 | 0.155 | 0.033 | |
| FDIFF-PINN-LSTMBackbone=LSTM2025.12 | 0.208 | 0.058 | |
| FDIFF-PINN-RNNBackbone=RNN2025.12 | 0.209 | 0.058 | |
| FDIFF-PINN-MLP2025.12 | 0.21 | 0.059 | |
| FDIFF-PINN-RNN2025.12 | 0.211 | 0.059 | |
| FDIFF-PINN-LSTM2025.12 | 0.212 | 0.061 |