25 citations · 25 across the 2 of their papers we have counts for
2 papers
physics.flu-dyn2023★ 25 cited
Log-law recovery through reinforcement-learning wall model for large-eddy simulation
Aurélien Vadrot, Xiang I. A. Yang, H. Jane Bae +1
This paper focuses on the use of reinforcement learning (RL) as a machine-learning (ML) modeling tool for near-wall turbulence. RL has demonstrated its effectiveness in solving hig…
physics.flu-dyn2022
Survey of machine learning wall models for large eddy simulation
Aurélien Vadrot, Xiang I. A. Yang, Mahdi Abkar
This survey investigates wall modeling in large eddy simulations (LES) using data-driven machine learning (ML) techniques. To this end, we implement three ML wall models in an open…