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Machine learning-driven BaTiO_(3)-based high-entropy ceramics with ultrahigh energy storage density from crossover region

Haowen Liu Xiaoyan Zhang Zhiyuan Ma Kailong Ma Xiwei Qi

Journal of Advanced Ceramics2026，Vol.15Issue(4)：P.243-250,8.

Journal of Advanced Ceramics2026，Vol.15Issue(4)：P.243-250,8.DOI:10.26599/JAC.2026.9221274

Machine learning-driven BaTiO_(3)-based high-entropy ceramics with ultrahigh energy storage density from crossover region

Haowen Liu ¹Xiaoyan Zhang ²Zhiyuan Ma ¹Kailong Ma ¹Xiwei Qi³

作者信息

1. School of Materials Science and Engineering,Northeastern University,Shenyang 110819,China Key Laboratory of Dielectric and Electrolyte Functional Material Hebei Province,Northeastern University at Qinhuangdao,Qinhuangdao 066004,China
2. School of Materials Science and Engineering,Northeastern University,Shenyang 110819,China School of Resources and Materials,Northeastern University at Qinhuangdao,Qinhuangdao 066004,China Key Laboratory of Dielectric and Electrolyte Functional Material Hebei Province,Northeastern University at Qinhuangdao,Qinhuangdao 066004,China
3. School of Material Science and Engineering,Shijiazhuang Tiedao University,Shijiazhuang 050043,China
折叠

摘要

关键词

machine learning/high entropy/energy storage capacitor/crossover region

分类

化学化工

引用本文复制引用

Haowen Liu,Xiaoyan Zhang,Zhiyuan Ma,Kailong Ma,Xiwei Qi..Machine learning-driven BaTiO_(3)-based high-entropy ceramics with ultrahigh energy storage density from crossover region[J].Journal of Advanced Ceramics,2026,15(4):P.243-250,8.

基金项目

supported by the National Natural Science Foundation of China(Nos.U23A20605 and 52572011) （Nos.U23A20605 and 52572011）

Performance subsidy fund for Key Laboratory of Dielectric and Electrolyte Functional Material Hebei Province(No.22567627H) （No.22567627H）

Hebei Provincial Department of Education Funding Project for Cultivating Innovation Capacity of Postgraduate Students(No.CXZZBS2025207). （No.CXZZBS2025207）

Journal of Advanced Ceramics

ISSN：2226-4108

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