2 papers
physics.app-ph2020
Identifying the elastic isotropy of architectured materials based on deep learning method
Anran Wei, Jie Xiong, Weidong Yang +1
With the achievement on the additive manufacturing, the mechanical properties of architectured materials can be precisely designed by tailoring microstructures. As one of the prima…
physics.app-ph2020
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…