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Deep learning-driven microstructure characterization and Vickers-hardness prediction of Mg-Gd alloys

Lu Wang Hongcan Chen Bing Wang Yanlin Guo Qian Li Qun Luo Yuexing Han

Journal of Magnesium and Alloys2026，Vol.20Issue(7)：P.308-330,23.

Journal of Magnesium and Alloys2026，Vol.20Issue(7)：P.308-330,23.DOI:10.1016/j.jma.2026.102106

Deep learning-driven microstructure characterization and Vickers-hardness prediction of Mg-Gd alloys

Lu Wang ¹Hongcan Chen ²Bing Wang ¹Yanlin Guo ³Qian Li ⁴Qun Luo ²Yuexing Han¹

作者信息

1. School of Computer Engineering and Science,Shanghai University,99 Shangda Road,Shanghai,200444,China
2. State Key Laboratory of Materials for Advanced Nuclear Energy&School of Materials Science and Engineering,Shanghai University,99 Shangda Road,Shanghai 200444,China
3. Grinm Metal Composites(Beijing)Co.,Ltd,Beijing,101400,China
4. State Key Laboratory of Materials for Advanced Nuclear Energy&School of Materials Science and Engineering,Shanghai University,99 Shangda Road,Shanghai 200444,China College of Materials Science and Engineering,Chongqing University,Chongqing,400044,China National Engineering Research Center for Magnesium Alloys,Chongqing University,Chongqing,400044,China National Key Laboratory of Advanced Casting Technologies,Chongqing University,Chongqing,400044,China
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摘要

关键词

Mg-Gd alloy/Precipitation hardening/Deep learning/Microstructure analysis/Mechanical property prediction

分类

矿业与冶金

引用本文复制引用

Lu Wang,Hongcan Chen,Bing Wang,Yanlin Guo,Qian Li,Qun Luo,Yuexing Han..Deep learning-driven microstructure characterization and Vickers-hardness prediction of Mg-Gd alloys[J].Journal of Magnesium and Alloys,2026,20(7):P.308-330,23.

基金项目

sponsored by theNational Natural Science Foundation of China(Grant No.52273228,52422407). （Grant No.52273228,52422407）

Journal of Magnesium and Alloys

ISSN：2213-9567

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