Unsupervised discovery of solid-state lithium ion conductors

Unsupervised discovery of solid-state lithium ion conductors

Predictions of new solid-state Li-ion conductors are challenging due to the diverse chemistries and compositions involved. Here the authors combine unsupervised learning techniques and molecular dynamics simulations to discover new compounds with high Li-ion conductivity.

Bibliographic Details
Main Authors: Ying Zhang, Xingfeng He, Zhiqian Chen, Qiang Bai, Adelaide M. Nolan, Charles A. Roberts, Debasish Banerjee, Tomoya Matsunaga, Yifei Mo, Chen Ling
Format: Article
Language:English
Published: Nature Portfolio 2019-11-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-019-13214-1

Internet

https://doi.org/10.1038/s41467-019-13214-1

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