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Uncovering the eutectics design by machine learning in the Al–Co–Cr–Fe–Ni high entropy system
Acta Materialia
◽
10.1016/j.actamat.2019.10.043
◽
2020
◽
Vol 182
◽
pp. 278-286
◽
Cited By ~ 10
Author(s):
Qingfeng Wu
◽
Zhijun Wang
◽
Xiaobing Hu
◽
Tao Zheng
◽
Zhongsheng Yang
◽
...
Keyword(s):
Machine Learning
◽
High Entropy
Download Full-text
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References
Molecular dynamics simulation and machine learning of mechanical response in non-equiatomic FeCrNiCoMn high entropy alloy
Journal of Materials Research and Technology
◽
10.1016/j.jmrt.2021.06.021
◽
2021
◽
Author(s):
Liang Zhang
◽
Kun Qian
◽
Jun Huang
◽
Mao Liu
◽
Yasushi Shibuta
Keyword(s):
Machine Learning
◽
Molecular Dynamics
◽
Molecular Dynamics Simulation
◽
Mechanical Response
◽
Dynamics Simulation
◽
High Entropy Alloy
◽
High Entropy
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Machine learning-enabled identification of new medium to high entropy alloys with solid solution phases
Computational Materials Science
◽
10.1016/j.commatsci.2021.110623
◽
2021
◽
Vol 197
◽
pp. 110623
Author(s):
Ujjawal Kumar Jaiswal
◽
Yegi Vamsi Krishna
◽
M.R. Rahul
◽
Gandham Phanikumar
Keyword(s):
Machine Learning
◽
Solid Solution
◽
High Entropy Alloys
◽
High Entropy
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The phase selection via machine learning in high entropy alloys
Procedia Manufacturing
◽
10.1016/j.promfg.2019.12.051
◽
2019
◽
Vol 37
◽
pp. 299-305
◽
Cited By ~ 2
Author(s):
Nan Qu
◽
Yichuan Chen
◽
Zhonghong Lai
◽
Yong Liu
◽
Jingchuan Zhu
Keyword(s):
Machine Learning
◽
High Entropy Alloys
◽
Phase Selection
◽
High Entropy
Download Full-text
Accelerated discovery of single-phase refractory high entropy alloys assisted by machine learning
Computational Materials Science
◽
10.1016/j.commatsci.2021.110723
◽
2021
◽
Vol 199
◽
pp. 110723
Author(s):
Yonggang Yan
◽
Dan Lu
◽
Kun Wang
Keyword(s):
Machine Learning
◽
Single Phase
◽
High Entropy Alloys
◽
High Entropy
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Designing Hexagonal Close Packed High Entropy Alloys using Machine Learning
Modelling and Simulation in Materials Science and Engineering
◽
10.1088/1361-651x/ac2b37
◽
2021
◽
Author(s):
Akhil Bejjipurapu
◽
Anurag Bajpai
◽
Nilesh Prakash Gurao
◽
Krishanu Biswas
Keyword(s):
Machine Learning
◽
High Entropy Alloys
◽
High Entropy
◽
Hexagonal Close Packed
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Application of machine learning in understanding the irradiation damage mechanism of high-entropy materials
Journal of Nuclear Materials
◽
10.1016/j.jnucmat.2021.153462
◽
2021
◽
pp. 153462
Author(s):
Shijun Zhao
Keyword(s):
Machine Learning
◽
Damage Mechanism
◽
Irradiation Damage
◽
High Entropy
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Machine learning guided discovery of super-hard high entropy ceramics
Materials Letters
◽
10.1016/j.matlet.2021.130899
◽
2021
◽
pp. 130899
Author(s):
Russlan Jaafreh
◽
Yoo Seong Kang
◽
Jung-Gu Kim
◽
Kotiba Hamad
Keyword(s):
Machine Learning
◽
Guided Discovery
◽
High Entropy
Download Full-text
Machine learning assisted design of FeCoNiCrMn high-entropy alloys with ultra-low hydrogen diffusion coefficients
Acta Materialia
◽
10.1016/j.actamat.2021.117535
◽
2021
◽
pp. 117535
Author(s):
Xiao-Ye Zhou
◽
Ji-Hua Zhu
◽
Yuan Wu
◽
Xu-Sheng Yang
◽
Turab Lookman
◽
...
Keyword(s):
Machine Learning
◽
Diffusion Coefficients
◽
Hydrogen Diffusion
◽
High Entropy Alloys
◽
High Entropy
Download Full-text
Communication—Design of LiNi0.2Mn0.2Co0.2Fe0.2Ti0.2O2 as a High-Entropy Cathode for Lithium-Ion Batteries Guided by Machine Learning
Journal of The Electrochemical Society
◽
10.1149/1945-7111/ac00f4
◽
2021
◽
Author(s):
James Sturman
◽
Chae-Ho Yim
◽
Elena A. Baranova
◽
Yaser Ab-Lebdeh
Keyword(s):
Machine Learning
◽
Lithium Ion Batteries
◽
Lithium Ion
◽
High Entropy
◽
Communication Design
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Machine learning assisted design of high entropy alloys with desired property
Acta Materialia
◽
10.1016/j.actamat.2019.03.010
◽
2019
◽
Vol 170
◽
pp. 109-117
◽
Cited By ~ 66
Author(s):
Cheng Wen
◽
Yan Zhang
◽
Changxin Wang
◽
Dezhen Xue
◽
Yang Bai
◽
...
Keyword(s):
Machine Learning
◽
High Entropy Alloys
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High Entropy
Download Full-text
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