2025 Fall Meeting
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Session Details

Oral presentationIII. Fission Energy Engineering : 305-1 Computational Science and Engineering

[1P14-19]AI and Machine Learning 2

Wed. Sep 10, 2025 4:25 PM - 6:00 PM JST
Wed. Sep 10, 2025 7:25 AM - 9:00 AM UTC
Room P(AIM3F Meeting Room 315)
Chair:Kenichi Tada(JAEA)
4:25 PM - 4:40 PM JST(7:25 AM - 7:40 AM UTC)

[1P14]Validation of DEM-CFD Heat Transfer Analysis via Comparison with DNS

*Hiroki Imai1, Toshiki Imatani1, Mikio Sakai1 (1. UTokyo)
Comment()
4:40 PM - 4:55 PM JST(7:40 AM - 7:55 AM UTC)

[1P15]Investigation of the Applicability of Detailed Two-Phase Flow Simulation for Void Fraction Distribution in a 3×3 Rod Bundle Geometry

*Takanari Fukuda1, Shinichiro Uesawa1, Susumu Yamashita1, Hiroyuki Yoshida1 (1. JAEA)
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4:55 PM - 5:10 PM JST(7:55 AM - 8:10 AM UTC)

[1P16]The Numerical Simulation of the XR2-1 Experiment by the JUPITER code

*Susumu Yamashita1, Hiroyuki Yoshida1 (1. JAEA)
Comment()
5:10 PM - 5:25 PM JST(8:10 AM - 8:25 AM UTC)

[1P17]Proposal of Self-Complementary Learning Method in Machine Learning Molecular Dynamics

*Masahiko Okumura1 (1. JAEA)
Comment()
5:25 PM - 5:40 PM JST(8:25 AM - 8:40 AM UTC)

[1P18]Evaluation of Structural Phase Transitions via A-site Substitution in Organic-Inorganic Hybrid Perovskites

*Sosuke Tsukazaki1, Tomoyuki Yamamoto2, Masahiko Okumura1 (1. Japan Atomic Energy Agency, 2. Waseda Univ.)
Comment()
5:40 PM - 5:55 PM JST(8:40 AM - 8:55 AM UTC)

[1P19]Application of Machine Learning Models for Statistical Safety Evaluation(3) Evaluation of generalization error by topological deep learning

*Ikuo Kinoshita1 (1. INSS)
Comment()
5:55 PM - 6:00 PM JST(8:55 AM - 9:00 AM UTC)

Time reserved for Chair

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