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Updated: Jan 10, 2026

Identification and Quantification of Decomposition Mechanisms in Lithium-Ion Batteries; Input to Heat Flow Simulation for Modeling Thermal Runaway
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使用对称细胞人工智能诊断 (SAID) 解码金属电池退化

Bo-Bo Zou1, Kun-Yu Liu1, Yu Yan1

  • 1Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, Sichuan, 611731, China.

Advanced materials (Deerfield Beach, Fla.)
|November 29, 2025
PubMed
概括

一个新的AI工具,对称细胞人工智能诊断 (SAID),使用对称细胞数据准确地预测金属阳极降解. 它确定了影响长期电池性能和极化加速的关键因素.

关键词:
降解机制的降解机制可以解释的机器学习.金属电池是金属电池的一种.核化的核化.,对称电池 对称电池

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Batteries and Fuel Cells03:12

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A battery is a galvanic cell that is used as a source of electrical power for specific applications. Modern batteries exist in a multitude of forms to accommodate various applications, from tiny button batteries such as those that power wristwatches to the very large batteries used to supply backup energy to municipal power grids. Some batteries are designed for single-use applications and cannot be recharged (primary cells), while others are based on conveniently reversible cell reactions that...
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