Session information

Oral presentation

Data science and AI

Data science and AI-II

Thu. Jul 18, 2024 10:45 AM - 12:45 PM Room C

Chair:Atsushi Sekimoto

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10:45 AM - 11:15 AM

[10-C-01] Data-driven optimal control of self-propelled
undulatory swimmers

*Karl Maroun¹, Michel Bergmann², Philippe Traoré¹ (1. Université de Poitiers, 2. INRIA Bordeaux Sud-Ouest)

11:15 AM - 11:45 AM

[10-C-02] Application of Graph Neural Networks to Accelerate Airflow and Pressure Prediction on 1D Human Airways

*Tam Minh Tran¹, Hung Quoc Nguyen¹, Phong C. H. Nguyen², Stephen S. Baek², Ching-Long Lin³, Sanghun Choi¹ (1. Kyungpook National University, Daegu, South Korea, 2. The University of Virginia, Charlottesville, USA, 3. The University of Iowa, Iowa City, USA)

11:45 AM - 12:15 PM

[10-C-03] Improving RANS turbulence models using random forests and neural networks

*Pedro Stefanin Volpiani¹ (1. ONERA)

12:15 PM - 12:45 PM

[10-C-04] Coupling Machine Learning local predictions with a Computational Fluid Dynamics solver to accelerate transient buoyant plume simulations

*Clément Caron^1,2, Philippe Lauret¹, Alain Bastide¹ (1. University of Reunion, 2. INTEGRALE Ingénierie)

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