[P] P1~P6

[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.