JSFM Annual Meeting 2025
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Session Details

Analysis, prediction, and controlAnalysis, prediction, and control : AI and fluid dynamics

AI and fluid dynamics4

Fri. Sep 19, 2025 4:00 PM - 5:00 PM JST
Fri. Sep 19, 2025 7:00 AM - 8:00 AM UTC
room D(B4 building West K202)
Chair:Soshi Kawai(Tohoku University)
4:00 PM - 4:20 PM JST(7:00 AM - 7:20 AM UTC)

[4-25]Development of Friction Factor Prediction Model for Rectangular Duct Flows using Gaussian Process Regression

*Tomohiro Degawa1, Kotaro Takamure2, Tomomi Uchiyama1 (1. Nagoya University, 2. Akita University)
4:20 PM - 4:40 PM JST(7:20 AM - 7:40 AM UTC)

[4-26]Actuator placement optimization focusing on time-series inputs and outputs in a linearized Ginzburg-Landau model

*Masahito Watanabe1, Yasuo Sasaki1, Takayuki Nagata1, Shan Jiang1, Hirotaka Naruse1, Taku Nonomura1 (1. Nagoya University)
4:40 PM - 5:00 PM JST(7:40 AM - 8:00 AM UTC)

[4-27]Development of an AI Model for generating vehicle geometry to improve aerodynamic characteristics

*Moshun Ikeda1, Taichi Okamoto2, Takuji Nakashima2, Tatsuya Ikeda2, Jiangdong Miao2, Bisser Raytchev2, Makoto Tsubokura1 (1. Kobe University, 2. Hiroshima University)
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