[AI-2] AI-Driven Approaches in Turbulence (2) | 11th International Symposium on Turbulence, Heat and Mass Transfer (THMT'25)

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Oral SessionAI: AI-Driven Approaches in Turbulence

[AI-2]AI-Driven Approaches in Turbulence (2)

Tue. Jul 22, 2025 3:25 PM - 4:45 PM JST
Tue. Jul 22, 2025 6:25 AM - 7:45 AM UTC

Room B (Room 8)

Chair: Kie Okabayashi (Osaka University)

3:25 PM - 3:45 PM JST(6:25 AM - 6:45 AM UTC)

[AI-2-01]A novel wall model for wall-bounded turbulent flow based on deep-neural-network discriminator

*Ming Liu¹, Zhuchen Liu¹, Chisachi Kato², Yosuke Hasegawa¹ (1. Institute of Industrial Science, The University of Tokyo (Japan), 2. College of Science and Technology, Nihon University (Japan))

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3:45 PM - 4:05 PM JST(6:45 AM - 7:05 AM UTC)

[AI-2-02]AI modeling of wall heat flux in turbulent flame wall interaction under pressure-rising combustion conditions

*Yuto Noguchi¹, Ye Wang¹, Mamoru Tanahashi¹ (1. Institute of Science Tokyo (Japan))

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4:05 PM - 4:25 PM JST(7:05 AM - 7:25 AM UTC)

[AI-2-03]Refractive index determination of dynamic droplets in a flow by analyzing light scattering signals with a machine learning approach

*Walter Schäfer^1,2 (1. ai-quanton GmbH, Dr.-Werner-Freyberg-Str. 7, 69514 Laudenbach (Germany), 2. AOM-Systems GmbH, Benzstr. 4, 64646 Heppenheim (Germany))

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4:25 PM - 4:45 PM JST(7:25 AM - 7:45 AM UTC)

[AI-2-04]Numerical analysis and AI prediction of heat removal using PCM attached to PV panel

Saleem Raza¹, *Ik-Tae Im¹, Hamada M Abdelmotalib² (1. Jeonbuk National University (Korea), 2. Minia University (Egypt))

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