Data science and AI-III

2024年7月18日(木) 14:00 〜 16:00 Room C

Chair:Richard Dwight

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14:00 〜 14:30

[11-C-01] Representation of Small-Scale Spatiotemporal Nonlinear Dynamics by Low-dimensional Manifold

*Pengyu Lai¹, Jing Wang¹, Rui Wang¹, Dewu Yang¹, Hui Xu¹ (1. Shanghai Jiao Tong University)

14:30 〜 15:00

[11-C-02] Data-driven thermal control of secondary flow in a marginally turbulent square-duct flow and relevance to the invariant solutions

*Atsushi Sekimoto¹, Takashi Mitani¹ (1. Okayama University)

15:00 〜 15:30

[11-C-03] Resolving weak flow interactions on an array of cylinders with PINN

*Adhika Satyadharma¹, Ming-Jyh Chern¹, Heng-Chuan Kan², Wen-Yao Chiang¹ (1. National Taiwan University of Science and Technology, 2. National Center for High-performance Computing, National Applied Research Laboratories)

15:30 〜 16:00

[11-C-04] PDE-free Models for Transitional Flows: a Universal Substituted Machine Learning Framework

*Lei Wu¹, Zuoli Xiao^1,2 (1. State Key Laboratory for Turbulence and Complex Systems, College of Engineering, Peking University, Beijing, China, 2. Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China)

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