Data science and AI-III

[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)

Keywords:Laminar-turbulent transition, Transition modeling, Artificial neural network, Intermittency factor