[P] P323~P356

[P339] Machine Learning Based Prediction for Mechanical Properties of Heat-Treated Al-Mg-Si Alloy

JiWook Park^1,2, AhJin Jo¹, MiYoung Lee^1,2,3, Seunghyeok Choi⁴, Seok-Jae Lee⁴, *JaeHwang KIM^1,2,3 (1. Korea Institute of Industrial Technology、2. University of Science & Technology、3. Korea Institute of Science and Technology、4. Jeonbuk National University)

Keywords:

Machine Learning,Prediction,Mechanical property,Aluminum alloy,Random Forest model

Machine learning predict the mechanical properties of alloys. The goal of his study is to model the nonlinear relationship between heat treatment conditions and mechanical properties of AlMgSi alloy.