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Updated: Jan 6, 2026

Solid-state Graft Copolymer Electrolytes for Lithium Battery Applications
Published on: August 12, 2013
Bridging doping cation properties to lithium migration barriers in halide electrolytes via machine learning: the
Tongmin Xu1, Xuening Li2, Zheyuan Liu1
1College of Materials Science and Engineering, Fuzhou University, Fuzhou, Fujian, 350108, China. zheyuan.liu@fzu.edu.cn.
Abstract:
In this study, Li+ migration in Li3InCl6 is probed via lanthanide M site doping and machine learning. Multi-scale descriptors show that doped cations modulate the migration channels, and these channels directly determine the Li+ migration barrier, offering a design principle for solid electrolytes.
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