[G] Computational Materials Science and Data Science

4:30 PM - 4:45 PM JST(7:30 AM - 7:45 AM UTC)

[348] Integration of FEM Simulation, Machine Learning and Micro-Compression Testing for Evaluating Mechanical Properties of Micro-Powders

*TAO ZHANG¹, WEIWEI ZHOU², NAOYUKI NOMURA² (1. Graduated School,Tohoku Univ., 2. Tohoku Univ.)

Keywords:

Micro-Compression Testing,Finite Element Method Simulation,Machine Learning,Material Property Evaluation

This research proposed an effective method to convert experimentally obtained force-displacement curve into stress-strain curve, through which the mechanical property of micro-powder was evaluated.