Session information

General Presentation

Microstructure and Properties of Materials

Machine learning

Fri. Sep 3, 2021 10:30 AM - 11:30 AM Room7

座長:小山敏幸 [名大]

会議に参加する

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10:30 AM - 10:50 AM

[131] Bayesian optimization of parameters in cellular automaton simulation for ferrite phase transformation in carbon steel

^○Yoshihisa Mino¹, Yoshitaka Adachi¹, Toshio Ogawa¹, Zhi-Lei Wang¹ (1.Nagoya Univ.)

10:50 AM - 11:10 AM

[132] Development of microstructure recognition algorithm using machine learning for martensite/bainite two-phase microstructure

^○Ryuta Takada¹, Zhi-Lei Wang¹, Toshio Ogawa¹, Yoshitaka Adachi¹, Tetsuya Namegawa², Kyohei Ishikawa², Hiroyuki Shirahata², Masaaki Fujioka² (1.Nagoya Univ., 2.Nippon Steel)

11:10 AM - 11:30 AM

[133] Recognition of initiation site and fracture unit in brittle fracture surface of steel using machine learning

^○Miho Muramatsu¹, Zhi-Lei Wang¹, Toshio Ogawa¹, Yoshitaka Adachi¹, Tetsuya Namegawa², Masaaki Fujioka² (1.Nagoya Univ., 2.Nippon Steel)

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