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Deciphering failure paths in lithium metal anodes by electrochemical curve fingerprints

Zhihong Piao Xuan Zhang Guangmin Zhou Hui-Ming Cheng Zhiyuan Han Shengyu Tao Mengtian Zhang Gongxun Lu Lin Su Xinru Wu Yanze Song Xiao Xiao

国家科学评论（英文版）2025，Vol.12Issue(7)：31-43,13.

国家科学评论（英文版）2025，Vol.12Issue(7)：31-43,13.DOI:10.1093/nsr/nwaf158

Deciphering failure paths in lithium metal anodes by electrochemical curve fingerprints

Zhihong Piao ¹Xuan Zhang ¹Guangmin Zhou ¹Hui-Ming Cheng ²Zhiyuan Han ¹Shengyu Tao ¹Mengtian Zhang ¹Gongxun Lu ¹Lin Su ¹Xinru Wu ¹Yanze Song ¹Xiao Xiao¹

作者信息

1. Tsinghua Shenzhen International Graduate School,Tsinghua University,Shenzhen 518055,China
2. Institute of Technology for Carbon Neutrality,Shenzhen Institute of Advanced Technology,Chinese Academy of Sciences,Shenzhen 518055,China||Faculty of Materials Science and Energy Engineering,Shenzhen University of Advanced Technology,Shenzhen 518055,China||Shenyang National Laboratory for Materials Science,Institute of Metal Research,Chinese Academy of Sciences,Shenyang 110016,China
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摘要

关键词

lithium metal batteries/lithium metal anodes/failure mechanism/electrochemical curves/machine learning

Key words

lithium metal batteries/lithium metal anodes/failure mechanism/electrochemical curves/machine learning

引用本文复制引用

Zhihong Piao,Xuan Zhang,Guangmin Zhou,Hui-Ming Cheng,Zhiyuan Han,Shengyu Tao,Mengtian Zhang,Gongxun Lu,Lin Su,Xinru Wu,Yanze Song,Xiao Xiao..Deciphering failure paths in lithium metal anodes by electrochemical curve fingerprints[J].国家科学评论（英文版）,2025,12(7):31-43,13.

基金项目

This work was supported by the National Key Research and Development Program of China(2021YFB2500200),the Joint Funds of the National Natural Science Foundation of China(U21A20174),the National Natural Science Foundation of China(52402276),the Shenzhen Science and Technology Program(KQTD20210811090112002),the Guangdong Innovative and Entrepreneurial Research Team Program(2021ZT09L197),and the Guangdong Basic and Applied Basic Research Foundation(2023A1515110069). （2021YFB2500200）

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