Recent Advances in Screening Lithium Solid-State Electrolytes Through Machine Learning

Recent Advances in Screening Lithium Solid-State Electrolytes Through Machine Learning

Compared to liquid electrolytes, lithium solid-state electrolytes have received increased attention in the field of all-solid-state lithium ion batteries due to safety requirements and higher energy density. However, solid-state electrolytes face many challenges, including lower ionic conductivity,...

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Bibliographic Details
Main Authors: Hongcan Liu, Shun Ma, Junjun Wu, Yingkai Wang, Xinghui Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Energy Research
Subjects:
lithium ion battery
solid-state electrolyte
machine learning
simulating calculation
material
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2021.639741/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2021.639741/full

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