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A multi-objective,multi-interpretable machine learning demonstration verified by domain knowledge for ductile thermoelectric materials

Xiangdong Wang Yan Cao Jialin Ji Ye Sheng Jiong Yang Xuezhi Ke

Journal of Materiomics2025，Vol.11Issue(2)：P.188-195,8.

Journal of Materiomics2025，Vol.11Issue(2)：P.188-195,8.DOI:10.1016/j.jmat.2024.04.011

A multi-objective,multi-interpretable machine learning demonstration verified by domain knowledge for ductile thermoelectric materials

Xiangdong Wang ¹Yan Cao ²Jialin Ji ³Ye Sheng ⁴Jiong Yang ⁵Xuezhi Ke¹

作者信息

1. School of Physics and Electronic Science,East China Normal University,Shanghai,200241,China
2. Department of Architecture,College of Civil Engineering and Architecture,Zhejiang University,Hangzhou,310027,Zhejiang,China
3. College of Biological,Chemical Sciences and Engineering,Jiaxing University,Jiaxing,314001,Zhejiang,China
4. Department of Materials Science and Engineering,Southern University of Science and Technology,Shenzhen,518055,Guangdong,China
5. Materials Genome Institute,Shanghai University,Shanghai,200444,China
折叠

摘要

关键词

multi-objective/ductile thermoelectric materials/multi-interpretable machine learning

分类

通用工业技术

引用本文复制引用

Xiangdong Wang,Yan Cao,Jialin Ji,Ye Sheng,Jiong Yang,Xuezhi Ke..A multi-objective,multi-interpretable machine learning demonstration verified by domain knowledge for ductile thermoelectric materials[J].Journal of Materiomics,2025,11(2):P.188-195,8.

基金项目

supported by the National Natural Science Foundation of China(Grant Nos.11975100,92163212,and 52172216) （Grant Nos.11975100,92163212,and 52172216）

JY acknowledges the support from Hefei advanced computing center and Shanghai Engineering Research Center for Integrated Circuits and Advanced Display Materials. （）

Journal of Materiomics

ISSN：2352-8478

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