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Shuxia Jiang

Central South University of Forestry and Technology

China

  • Central South University of Forestry and Technology

SCHOLARLY PAPERS

2

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22

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0

Scholarly Papers (2)

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1.

Robust physics knowledge extreme learning machine for modeling of lithium-ion battery thermal process subject to noise

Number of pages: 16 Posted: 09 Feb 2026
XUE HAO, Xiangbo Cui, Yongjun Zhou, Shuxia Jiang and Jinping Xie
Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology and Central South University of Forestry and Technology
Downloads 13 (1,526,714)

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Physical knowledge, Extreme Learning Machine, Robust modeling method, Battery thermal process, Noise data

2.

High-precision SOC estimation of Li-ion batteries via KALT-Net under dynamic driving conditions with linear complexity

Number of pages: 28 Posted: 15 Jun 2026
chengao zhang, Shuxia Jiang, Yuming Zhao, Wen Zhu, Chengxiang Huang and Pengcheng Guo
Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology and Central South University - College of Mechanical and Electrical Engineering
Downloads 9

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lithium-ion battery, State of Charge Estimation, Kolmogorov-Arnold network, Linear attention, Lightweight deep learning