Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations

21 June 2022

Papers citing "Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations"

5 / 5 papers shown

Title
In Situ Framework for Coupling Simulation and Machine Learning with Application to CFD R. Balin F. Simini Cooper Simpson Andrew Shao Alessandro Rigazzi M. Ellis Stephen Becker Alireza Doostan John A. Evans K. Jansen AI4CE 29 3 0 22 Jun 2023
Towards Exascale CFD Simulations Using the Discontinuous Galerkin Solver FLEXI Marcel P. Blind Min Gao Daniel Kempf Patrick Kopper Marius Kurz A. Schwarz Andrea Beck AI4CE 20 4 0 22 Jun 2023
Improving aircraft performance using machine learning: a review S. L. Clainche E. Ferrer Sam Gibson Elisabeth Cross A. Parente Ricardo Vinuesa AI4CE 25 93 0 20 Oct 2022
Deep Reinforcement Learning for Computational Fluid Dynamics on HPC Systems Marius Kurz Philipp Offenhäuser Dominic Viola Oleksandr Shcherbakov Michael M. Resch Andrea Beck AI4CE 38 22 0 13 May 2022
A Perspective on Machine Learning Methods in Turbulence Modelling Andrea Beck Marius Kurz AI4CE 47 101 0 23 Oct 2020