Author

Rui-Feng Zheng

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Aug 2026

TL-PINN: Transfer Learning-Enhanced Physics-Informed Neural Network for Lithium-Ion Battery State of Charge Estimation

Results demonstrate the superior adaptability and robustness of the proposed TL-PINN, highlighting its potential for reliable battery state monitoring in electric vehicles.

Zhi-Hong Wang, Si-Quan Yuan, Shijie Cai et al. · Journal of the Electrochemic... · 0 citations