The 188th ISIJ Autumn Meeting
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Session Details

General PresentationMicrostructure and Properties of Materials

[G26]Modeling and simulation 1

Wed. Sep 18, 2024 2:35 PM - 3:55 PM JST
Wed. Sep 18, 2024 5:35 AM - 6:55 AM UTC
Room10（CELAS Lecture Bldg. C 2F, C202）
森谷智一 [名工大]
2:35 PM - 2:55 PM JST(5:35 AM - 5:55 AM UTC)

[155]Optimization of heat treatment conditions in tempered martensite steel by machine learning

○Kengo Sawai1, Yoshitaka Adachi1, Fei Sun1, Ta-Te Chen1, Toshio Ogawa2 (1.Nagoya Univ., 2.Aichi Tech.)
2:55 PM - 3:15 PM JST(5:55 AM - 6:15 AM UTC)

[156]Development of prediction model for material properties of spring steels by machine learning

○Keita Takahashi1, Yoshitaka Adachi2, Shintaro Kumai1, Kosuke Onuma1 (1.NHK Spring, 2.Nagoya Univ.)
3:15 PM - 3:35 PM JST(6:15 AM - 6:35 AM UTC)

[157]Deep learning approaches for establishing the heat treatment condition-microstructure-property relationship

○HOHEOK KIM, Junwoo Kang, Seong-Hoon Kang (Korea Inst. of Materials Science)
3:35 PM - 3:55 PM JST(6:35 AM - 6:55 AM UTC)

[158]Prediction of residual stress in additively manufactured 18Ni300 maraging steel using GAN-based deep learning method

○
Kim Seyun, Oh Young-Seok, Kang Seong-Hoon (Korea Inst. of Materials Science)
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