SOC Prediction on LA92 Cycle -20°C
0.16MAEFDIFF-PINN-RNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FDIFF-PINN-RNN2025.12 | 0.16 | 0.034 | |
| FDIFF-PINN-MLPBackbone=MLP2025.12 | 0.161 | 0.035 | |
| FDIFF-PINN-MLP2025.12 | 0.167 | 0.038 | |
| FDIFF-PINN-LSTMBackbone=LSTM2025.12 | 0.193 | 0.056 | |
| FDIFF-PINN-LSTM2025.12 | 0.229 | 0.077 | |
| FDIFF-PINN-RNNBackbone=RNN2025.12 | 0.236 | 0.084 |