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Analysis of Artificial Microstructure of Li-ion Battery Electrode Using Persistent Homology and Machine Learning

In lithium-ion batteries (LIBs), the microstructure of porous electrodes is known to significantly affect various characteristics, including charge-discharge performance, safety, and degradation behavior. Although conventional microstructural parameters such as porosity, specific surface area, avera...

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Bibliografiske detaljer
Principais autores: Kanji MIYAZAKI, Yoichi TAKAGISHI, Tatsuya YAMAUE
Format: Artigo
Sprog:Inglês
Udgivet: The Electrochemical Society of Japan 2025-11-01
Serier:Electrochemistry
Fag:
Online adgang:https://www.jstage.jst.go.jp/article/electrochemistry/93/11/93_25-00120/_html/-char/en
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