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physics.app-ph2020★ 167 cited
Analysis of Phase Formations and Mechanical Properties in Complex Concentrated Alloys by Machine Learning Approach
Jie Xiong, San-Qiang Shi, Tong-Yi Zhang
The mechanical properties of complex concentrated alloys (CCAs) depend on their forming phases and corresponding structures, the prediction of the phase formation for a given CCA i…
physics.app-ph2020★ 164 cited
Machine Learning of Mechanical Properties of Steels
Jie Xiong, Tong-Yi Zhang, San-Qiang Shi
The mechanical properties are essential for structural materials. The analyzed 360 data on four mechanical properties of steels, viz. fatigue strength, tensile strength, fracture s…