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Analysis, prediction, and control » AI and fluid dynamics

AI and fluid dynamics(5)

Fri. Sep 22, 2023 3:40 PM - 5:00 PM room E (L0026)

Chair:Kengo Nakai(Okayama University)

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3:40 PM - 4:00 PM

[E10-01] Study of prediction of CFD analysis result using Convolutional LSTM

*Masato Masuda¹, Yasushi Nakabayashi¹, Yoshiaki Tamura¹ (1. Toyo University)

4:00 PM - 4:20 PM

[E10-02] Learning Flow and Transport Phenomena Using Machine Learning Models Satisfying Conservation and Symmetry

*Masanobu Horie^1,2, Naoto Mitsume³ (1. RICOS Co. Ltd., 2. JST Presto, 3. University of Tsukuba)

4:20 PM - 4:40 PM

[E10-03] CNN-based estimation model for Poisson equation in curvilinear coordinates and its study on application to CFD

*Takahiro Suzuki¹, Kojiro Suzuki¹ (1. University of Tokyo)

4:40 PM - 5:00 PM

[E10-04] Evolutional Deep Neural Network applied to equation of liquid film flows

*So Yamashita¹, Suguru Shiratori², Hideaki Nagano², Kenjiro Shimano² (1. Graduate School, Tokyo City Univ., 2. Tokyo City Univ.)

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