材料科学
电化学
固态
纳米技术
化学工程
数据库
工程物理
物理化学
计算机科学
电极
化学
工程类
作者
Xianyue Wang,Bing He,Bo Liu,Maxim Avdeev,Siqi Shi
标识
DOI:10.1002/adfm.202406146
摘要
Abstract Electrochemical stability window (ESW) of an inorganic compound (solid‐state electrolyte (SSE) or coating) is an indispensable parameter to evaluate the interface compatibility between the electrode and electrolyte in ion batteries. The discovery of novel coatings and SSEs, driven by extensive ESW data, is expected to accelerate the design of high‐performance batteries. However, only a very small fraction of the ESW of inorganic compounds has been experimentally measured at present, which limits technological progress. Benefiting from the high‐accuracy ESW prediction with dynamically determined direct or indirect decomposition pathway proposed in the previous work, both the oxidation and reduction potentials align to the experimental data reasonably. Here, a database containing phase diagrams and electrochemical stability information is established for more than 1500 solid‐state inorganic compounds with Li + , Na + , K + , Mg 2+ , Ca 2+ , and Al 3+ as the migrating ions, and this number is still growing. The database is reproducible and provides a unified picture of the structure–activity relationships associated with electrochemical stability of inorganic compounds. This study demonstrates the validity of the improved ESW prediction method and paves the way for accelerated screening of superior SSEs or coatings based on machine learning.
科研通智能强力驱动
Strongly Powered by AbleSci AI