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Haowei Zhang

National University of Defense Technology

Changsha Hunan, 410073

China

  • National University of Defense Technology

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Scholarly Papers (1)

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High-Precision Mapping of Non-Uniform SOC Distribution inside Lithium-Ion Batteries via Multi-Dimensional Ultrasound Features and Physics-Informed Deep Learning

Number of pages: 43 Posted: 20 May 2026
Haowei Zhang, Yukang Xiao, Yu Haiqing, Xing Zhou, Yajie Liu and Tao Zhang
National University of Defense Technology, National University of Defense Technology, affiliation not provided to SSRN, National University of Defense Technology, National University of Defense Technology - College of Systems Engineering and National University of Defense Technology
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Abstract:

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Non-uniform SOC distribution, Ultrasonic detection, Multi-channel neural network, Physics-Informed Deep Learning