39th CFD Symposium
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流体データの処理と活用４．情報科学とCFD：情報科学の活用，情報科学とCFDの融合を目指す提案 : OS.4-2：流体データの処理と活用（可視化，プリ・ポスト処理，データ同化，機械学習（人工知能），データ分析法，設計探査，最適化など）

OS.4-2：流体データの処理と活用（可視化，プリ・ポスト処理，データ同化，機械学習（人工知能），データ分析法，設計探査，最適化など）

Wed. Dec 17, 2025 2:50 PM - 4:10 PM JST
Wed. Dec 17, 2025 5:50 AM - 7:10 AM UTC
Room D: Conference Room 21(2nd Floor)
Chair:Tomoaki Tatsukawa
2:50 PM - 3:10 PM JST(5:50 AM - 6:10 AM UTC)

[OS4-2-2-01]Effect of Feedback Variables on Reconstruction Accuracy in Measurement-Integrated Simulation of Flow around a Circular Cylinder

*Kota Hirose1, Suguru Miyauchi2 (1. Graduate School of Engineering, University of Miyazaki, 2. Faculty of Engineering, University of Miyazaki)
3:10 PM - 3:30 PM JST(6:10 AM - 6:30 AM UTC)

[OS4-2-2-02]Improving generalization performance in velocity field estimation from floating sensor location

*Akane Matsukawa1, Keita Nakamura1, Kazuma Funai1, Tomoya Oura1, Koji Fukagata1 (1. Keio University)
3:30 PM - 3:50 PM JST(6:30 AM - 6:50 AM UTC)

[OS4-2-2-03]The effect of input and output time horizon on optimized actuator locations and controllability

*Masahito Watanabe1, Yasuo Sasaki1, Takayuki Nagata1, Shan Jiang1, Hirotaka Naruse1, Taku Nonomura1 (1. Nagoya University)
3:50 PM - 4:10 PM JST(6:50 AM - 7:10 AM UTC)

[OS4-2-2-04]Optimization of Component Layout Based on Adjoint Method for Reduction of Pressure Loss in Engine Room

*Masaya Yuguchi1, Chen Di2, Sho Watanabe1, Yosuke Hasegawa2 (1. Komatsu Ltd., 2. Institue of Industrial Science, the University of Tokyo)
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