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Lei Huang

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Open access 2026

Research on Thermal Field Prediction Method of Lithium Battery Module Based on PINN

Accurate thermal field prediction is essential for optimizing battery thermal management systems and preventing thermal runaway of lithium battery modules. Traditional thermal prediction methods, including experimental measurement, numerical simulation, and pure data-driven modeling, suffer from obvious limitations suc...

Qiang-Sheng Xiao, Yan-Zuo Chang, Lei Huang · 0 citations

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