Physics-informed neural networks for battery modeling and state estimation: A methodological review

Renewable and Sustainable Energy Reviews 2026

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Authors: Gongwen Yu, Nayu Yang, Yue Cui, Shilong Guo, Changru Rong, Guangyu Zhao, Lei Zhao, Yaxuan Wang, Junfu Li, Deping Wang, Zhenbo Wang

DOI: 10.1016/j.rser.2026.117226

Cited by: 1

References: 164

Fields of Study & Subjects

Advanced Battery Technologies Research Machine Learning in Materials Science Advanced Battery Materials and Technologies

References 164