JSFM Annual Meeting 2025
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Session Details

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

AI and fluid dynamics2

Fri. Sep 19, 2025 10:50 AM - 12:30 PM JST
Fri. Sep 19, 2025 1:50 AM - 3:30 AM UTC
room D(B4 building West K202)
Chair:Taku Nonomura(Tohoku University)
10:50 AM - 11:10 AM JST(1:50 AM - 2:10 AM UTC)

[2-70]Super-Resolution Reconstruction of Flow Fields Using Diffusion Model

*Golsa Tabe Jamaat1, Takayuki Okatani1, Yuji Hattori1 (1. Tohoku University)
11:10 AM - 11:30 AM JST(2:10 AM - 2:30 AM UTC)

[2-71]3D Super-Resolution for Fast Prediction of Microscale Urban Wind

*Takuya Takase1, Yoshiaki Onodera1,2, Yuki Yasuda1,3, Ryo Onishi1 (1. Institute of Science Tokyo, 2. Accenture Japan Ltd, 3. JAMSTEC)
11:30 AM - 11:50 AM JST(2:30 AM - 2:50 AM UTC)

[2-72]Essential Observations for Turbulence Reconstruction with Navier-Stokes Equations

*Masanobu Inubushi1,3, Colm-cille P Caulfield2 (1. Tokyo University of Science, 2. University of Cambridge, 3. Osaka University)
11:50 AM - 12:10 PM JST(2:50 AM - 3:10 AM UTC)

[2-73]Data-driven closure model of turbulence in a periodic cube: Generalization performance under varying external forcing

*Satoshi Matsumoto1, Masanobu Inubushi1,2, Susumu Goto1 (1. The University of Osaka, 2. Tokyo University of Science)
12:10 PM - 12:30 PM JST(3:10 AM - 3:30 AM UTC)

[2-74]Conformation stress prediction using 3D U-Net and the effect of prediction errors on the flow field in viscoelastic turbulent channel flow

*Eitetsu Nakashima1, Ryo Araki1, Takahiro Tsukahara1 (1. Tokyo University of Science)
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