Xiaofan Gui
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126
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2026
Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation
The paper introduces Battery-Sim-Agent, an LLM-based framework that reframes the difficult inverse problem of battery parameter estimation as a reasoning task, significantly outperforming traditional optimization methods.
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Papers
cs.AIRecentMay 28, 2026
Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation
Jiawei Chen, Xiaofan Gui, Shikai Fang, Shengyu Tao +3 more
The paper introduces Battery-Sim-Agent, an LLM-based framework that reframes the difficult inverse problem of battery parameter estimation as a reasoning task, significantly outperforming traditional…
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