Data science and AI-IV

2024年7月19日(金) 10:45 〜 12:45 Room C

Chair:Junya Onishi

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10:45 〜 11:15

[13-C-01] Flow Prediction and Shape Optimization of Aerodynamic Bodies Using Physics-Informed Machine Learning

Prashant Kumar¹, *Rajesh Ranjan¹ (1. Indian Institute of Technology, Kanpur)

11:15 〜 11:45

[13-C-02] Turbulence Modeling with Field Inversion for a Slender Body at a Non-Zero Angle of Attack

*Yeji Yun¹, Seoyeon Heo¹, Junho Eom¹, Solkeun Jee¹ (1. Gwangju Institute of Science and Technology)

11:45 〜 12:15

[13-C-03] A low-dissipation reconstruction scheme for compressible single- and multi-phase flows based on the artificial neural network

*Minsheng Huang¹, Lidong Cheng^1,2, Wenjun Ying^1,3 (1. Shanghai Jiao Tong University, 2. Sichuan Research Institute, Shanghai Jiao Tong University, 3. School of Mathematical Sciences, MOE-LSC and Institute of Natural Sciences, Shanghai Jiao Tong University)

12:15 〜 12:45

[13-C-04] Out-of-distribution prediction in RANS turbulence modelling

*Richard Dwight¹ (1. TU Delft)