[P] P1~P6

12:00 PM - 1:30 PM JST(3:00 AM - 4:30 AM UTC)

[P5] 機械学習された応力-ひずみ曲線 (Machine Learned Stress-Strain Curves)

*Dmitry Bulgarevich¹, Makoto Watanabe¹ (1. National Institute for Materials Science (NIMS), Japan)

Keywords:

stress-strain curves,additive manufacturing,representative volume elements,crystal plasticity simulations,machine learning

Based on crystal plasticity simulations of experimental stress-strain curves (SSCs), we report the direct link of experimental conditions and predicted SSCs by using different machine learning tools.