[S5] S5 Multi-scale analysis of elementary processes in plasticity(IX)

10:00 AM - 10:40 AM JST(1:00 AM - 1:40 AM UTC)

[S5.1] [Keynote Lecture] Data-Driven Inverse Analysis and Generative Modeling for Plasticity and Microstructure Design in Steels

○Ta-Te Chen¹, Yoshitaka Adachi¹ (1. Nagoya Univ.)

Keywords:

Data-driven inverse analysis,Plastic deformation,Microstructure design,Generative models,Strength-ductility balance

This talk presents data-driven inverse analysis for estimating plastic properties of steels from hardness tests, microstructure images, and 3D microstructures. It also discusses generative models and optimization for designing microstructures with desired strength-ductility balance.