Closed-loop active machine learning framework developed for high-entropy alloys

被引:0
|
作者
不详
机构
关键词
Composition & microstructure; Material type high-entropy alloy; Performance; Computing machine learning;
D O I
10.1557/s43577-022-00459-3
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
引用
收藏
页码:1173 / 1174
页数:2
相关论文
共 50 条
  • [41] Phase Prediction of High-Entropy Alloys by Integrating Criterion and Machine Learning Recommendation Method
    Hou, Shuai
    Li, Yujiao
    Bai, Meijuan
    Sun, Mengyue
    Liu, Weiwei
    Wang, Chao
    Tetik, Halil
    Lin, Dong
    MATERIALS, 2022, 15 (09)
  • [42] High-entropy alloys
    Easo P. George
    Dierk Raabe
    Robert O. Ritchie
    Nature Reviews Materials, 2019, 4 : 515 - 534
  • [43] High-Entropy Alloys
    Zhang, Yong
    Yeh, Jien-Wei
    Sun, Jian F.
    Lin, Jun P.
    Yao, Ke-Fu
    ADVANCES IN MATERIALS SCIENCE AND ENGINEERING, 2015, 2015
  • [44] Machine learning-assisted design of high-entropy alloys for optimal strength and ductility
    Singh, Shailesh Kumar
    Mahanta, Bashista Kumar
    Rawat, Pankaj
    Kumar, Sanjeev
    JOURNAL OF ALLOYS AND COMPOUNDS, 2024, 1007
  • [45] Machine-learning-based intelligent framework for discovering refractory high-entropy alloys with improved high-temperature yield strength
    Giles, Stephen A.
    Sengupta, Debasis
    Broderick, Scott R.
    Rajan, Krishna
    NPJ COMPUTATIONAL MATERIALS, 2022, 8 (01)
  • [46] High-entropy alloys
    Canter, Neil
    TRIBOLOGY & LUBRICATION TECHNOLOGY, 2015, 71 (03) : 14 - 15
  • [47] Machine-learning-based intelligent framework for discovering refractory high-entropy alloys with improved high-temperature yield strength
    Stephen A. Giles
    Debasis Sengupta
    Scott R. Broderick
    Krishna Rajan
    npj Computational Materials, 8
  • [48] High-entropy alloys
    George, Easo P.
    Raabe, Dierk
    Ritchie, Robert O.
    NATURE REVIEWS MATERIALS, 2019, 4 (08) : 515 - 534
  • [49] A machine learning framework for discovering high entropy alloys phase formation drivers
    Syarif, Junaidi
    Elbeltagy, Mahmoud B.
    Nassif, Ali Bou
    HELIYON, 2023, 9 (01)
  • [50] High-throughput and data-driven machine learning techniques for discovering high-entropy alloys
    Lu, Zhichao
    Dong, Ma
    Liu, Xiongjun
    Lu, Zhaoping
    COMMUNICATIONS MATERIALS, 2024, 5 (01)