scholarly journals Revealing high-fidelity phase selection rules for high entropy alloys: A combined CALPHAD and machine learning study

2021 ◽  
Vol 202 ◽  
pp. 109532
Author(s):  
Yingzhi Zeng ◽  
Mengren Man ◽  
Kewu Bai ◽  
Yong-Wei Zhang
Keyword(s):  
Machine Learning ◽  
High Fidelity ◽  
High Entropy Alloys ◽  
Learning Study ◽  
Phase Selection ◽  
Selection Rules ◽  
High Entropy

scholarly journals The phase selection via machine learning in high entropy alloys

2019 ◽  
Vol 37 ◽  
pp. 299-305 ◽  
Author(s):  
Nan Qu ◽  
Yichuan Chen ◽  
Zhonghong Lai ◽  
Yong Liu ◽  
Jingchuan Zhu
Keyword(s):  
Machine Learning ◽  
High Entropy Alloys ◽  
Phase Selection ◽  
High Entropy

Alloy design and phase selection rules in high-entropy alloys

2019 ◽  
pp. 51-79
Author(s):  
B.S. Murty ◽  
J.W. Yeh ◽  
S. Ranganathan ◽  
P.P. Bhattacharjee
Keyword(s):  
Alloy Design ◽  
High Entropy Alloys ◽  
Phase Selection ◽  
Selection Rules ◽  
High Entropy

Machine learning-enabled identification of new medium to high entropy alloys with solid solution phases

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

Machine learning assisted design of FeCoNiCrMn high-entropy alloys with ultra-low hydrogen diffusion coefficients

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

scholarly journals Vacancy-mediated complex phase selection in high entropy alloys

2020 ◽  
Vol 194 ◽  
pp. 540-546 ◽  
Author(s):  
Prashant Singh ◽  
Shalabh Gupta ◽  
Srinivasa Thimmaiah ◽  
Bryce Thoeny ◽  
Pratik K. Ray ◽  
...  
Keyword(s):  
High Entropy Alloys ◽  
Complex Phase ◽  
Phase Selection ◽  
High Entropy

scholarly journals Phase selection motifs in High Entropy Alloys revealed through combinatorial methods: Large atomic size difference favors BCC over FCC

2019 ◽  
Vol 166 ◽  
pp. 677-686 ◽  
Author(s):  
Sebastian Alexander Kube ◽  
Sungwoo Sohn ◽  
David Uhl ◽  
Amit Datye ◽  
Apurva Mehta ◽  
...  
Keyword(s):  
Size Difference ◽  
High Entropy Alloys ◽  
Atomic Size ◽  
Phase Selection ◽  
High Entropy ◽  
Atomic Size Difference ◽  
Combinatorial Methods

Phase selection and mechanical properties of (Al21.7Cr15.8Fe28.6Ni33.9) (Al9.4Cr19.7Fe41.4Ni29.5) high entropy alloys

2019 ◽  
Vol 751 ◽  
pp. 154-159 ◽  
Author(s):  
Weiwei Yu ◽  
Yingdong Qu ◽  
Chengze Li ◽  
Zhe Li ◽  
Yufeng Zhang ◽  
...  
Keyword(s):  
Mechanical Properties ◽  
High Entropy Alloys ◽  
Phase Selection ◽  
High Entropy
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