Deploying deep learning in OpenFOAM with TensorFlow

1 December 2020

Papers citing "Deploying deep learning in OpenFOAM with TensorFlow"

6 / 6 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 35 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 22 4 0 22 Jun 2023
Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations Marius Kurz Philipp Offenhäuser Andrea Beck AI4CE 21 56 0 21 Jun 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 40 22 0 13 May 2022
PythonFOAM: In-situ data analyses with OpenFOAM and Python R. Maulik Dimitrios K. Fytanidis Bethany Lusch V. Vishwanath Saumil Patel AI4CE 13 13 0 17 Mar 2021
A Perspective on Machine Learning Methods in Turbulence Modelling Andrea Beck Marius Kurz AI4CE 47 101 0 23 Oct 2020