[AI-1] AI-Driven Approaches in Turbulence (1) | 11th International Symposium on Turbulence, Heat and Mass Transfer (THMT'25)

Advanced Search

Session Details

Oral SessionAI: AI-Driven Approaches in Turbulence

[AI-1]AI-Driven Approaches in Turbulence (1)

Tue. Jul 22, 2025 1:35 PM - 3:15 PM JST
Tue. Jul 22, 2025 4:35 AM - 6:15 AM UTC

Room B (Room 8)

Chair: Yosuke Hasegawa (The University of Tokyo)

1:35 PM - 1:55 PM JST(4:35 AM - 4:55 AM UTC)

[AI-1-01]DNS-CNN simulation for high-Reynolds-number viscoelastic turbulent channel flow using 3D U-Net

*Eitetsu Nakashima¹, Ryo Araki¹, Takahiro Tsukahara¹ (1. TUS (Japan))

Comment()

1:55 PM - 2:15 PM JST(4:55 AM - 5:15 AM UTC)

[AI-1-02]β-Variational autoencoder and transformer-based data-driven modeling of near-wall turbulence

*Niccolò Tonioni¹, Mohammad Umair², Lionel Agostini¹, Franck Kehervé¹, Laurent Cordier¹, Ricardo Vinuesa² (1. Pprime Institute, CNRS, Universitè de Poitiers, ISAE-ENSMA (France), 2. KTH Royal Institute of Technology (Sweden))

Comment()

2:15 PM - 2:35 PM JST(5:15 AM - 5:35 AM UTC)

[AI-1-03]Twin experiments for data assimilation of cavitating flow around a hydrofoil assuming PIV data as the pseudo-measurement data

Shungo Okamura¹, *Kie Okabayashi¹ (1. Osaka University (Japan))

Comment()

2:35 PM - 2:55 PM JST(5:35 AM - 5:55 AM UTC)

[AI-1-04]Data-driven model of large-scale eddies in the energy-containing range in turbulence

*Satoshi Matsumoto¹, Masanobu Inubushi^1,2, Susumu Goto¹ (1. Osaka Univ. (Japan), 2. TUS (Japan))

Comment()

2:55 PM - 3:15 PM JST(5:55 AM - 6:15 AM UTC)

[AI-1-05]Optimization of a bare turbulence model for fuel rod bundles based on PINN

Chen Zhang¹, Zhenyang Sun¹, *Hongyang Wei¹, Sichao Tan¹, Ruifeng Tian ¹ (1. Harbin Engineering University (China))

Comment()

Back to Category List