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Machine learning assistedτf value prediction of ABO_(3)-type microwave dielectric ceramics

Mingyue Yang Liangyu Mo Jincheng Qin Faqiang Zhang Mingsheng Ma Yongxiang Li Zhifu Liu

Journal of Materiomics2026，Vol.12Issue(1)：P.202-211,10.

Journal of Materiomics2026，Vol.12Issue(1)：P.202-211,10.DOI:10.1016/j.jmat.2025.101117

Machine learning assistedτf value prediction of ABO_(3)-type microwave dielectric ceramics

Mingyue Yang ¹Liangyu Mo ¹Jincheng Qin ²Faqiang Zhang ²Mingsheng Ma ¹Yongxiang Li ³Zhifu Liu¹

作者信息

1. The State Key Laboratory of High Performance Ceramics,Shanghai Institute of Ceramics,Chinese Academy of Sciences,Shanghai,201899,China Center of Materials Sciences and Optoelectronics Engineering,University of Chinese Academy of Sciences,Beijing,100049,China
2. The State Key Laboratory of High Performance Ceramics,Shanghai Institute of Ceramics,Chinese Academy of Sciences,Shanghai,201899,China
3. RMIT University,Melbourne,VIC,3001,Australia
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摘要

关键词

Microwave dielectric ceramics/Temperature coefficient of resonant frequency/Machine learning/Structure-property relationship

分类

化学化工

引用本文复制引用

Mingyue Yang,Liangyu Mo,Jincheng Qin,Faqiang Zhang,Mingsheng Ma,Yongxiang Li,Zhifu Liu..Machine learning assistedτf value prediction of ABO_(3)-type microwave dielectric ceramics[J].Journal of Materiomics,2026,12(1):P.202-211,10.

基金项目

supports from the Joint Funds of the National Natural Science Foundation of China(No.U24A2052) （No.U24A2052）

the Program of Shanghai Academic Research Leader(No.23XD1404600) （No.23XD1404600）

the Postdoctoral Fellowship Program of the China Postdoctoral Science Foundation(No.GZC20232825) （No.GZC20232825）

the Shanghai Eastern Talent Plan(No.QNKJ2024026). （No.QNKJ2024026）

Journal of Materiomics

ISSN：2352-8478

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