This code is for our paper: Inherently Interpretable Physics-Informed Neural Network for Battery Modeling and Prognosis

If you think it is useful, please cite our paper:

@article{wang2023inherently,
  title={Inherently Interpretable Physics-Informed Neural Network for Battery Modeling and Prognosis},
  author={Wang, Fujin and Zhi, Quanquan and Zhao, Zhibin and Zhai, Zhi and Liu, Yingkai and Xi, Huan and Wang, Shibin and Chen, Xuefeng},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2023},
  publisher={IEEE}
}

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The complete XJTU battery dataset can be found in: XJTU battery dataset. The data used in this paper is only a small part of it.

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