[G] Computational Materials Science and Data Science

4:00 PM - 4:15 PM JST(7:00 AM - 7:15 AM UTC)

[346] Deep learning-based strategies for linking heat treatment conditions, microstructure, and properties

*Hoheok KIM¹, Junwoo KANG¹, Seong-Hoon KANG¹ (1. Korea institute of materials science)

Keywords:

Deep learning,PSP linkage,Steel,Microstructure,Mechanical property

This study applied a deep learning approach that uses generative models and CNN-based predictions to link heat treatment, microstructure, and properties in 42CrMo4 steel.