[16th OpenFOAM Workshop] Machine learning aided CFD with OpenFOAM and PyTorch Published 2021-12-16 Download video MP4 360p Recommendations 44:52 [16th OpenFOAM Workshop] Multiphase I 16:14 Enhancing Computational Fluid Dynamics with Machine Learning 58:26 💻 CFD Solvers, Coding & Multiphysics– Esteban Ferrer | Podcast #84 22:28 Deep Learning for Turbulence Closure Modeling 28:28 Introduction to deep learning for fluid mechanics 12:05 17 - How to write an Eulerian fluid simulator with 200 lines of code. 06:31 Machine Learning for Aerodynamics - Deep Learning & Neural Networks applied to CFD simulations 20:52 Machine Learning for Fluid Dynamics: Patterns 30:09 Machine Learning for Fluid Mechanics 32:28 Machine Learning for Fluid Dynamics: Models and Control 33:00 Fluid dynamics feels natural once you start with quantum mechanics 33:34 Turbulence Closure Models: Reynolds Averaged Navier Stokes (RANS) & Large Eddy Simulations (LES) 1:10:14 Physicists Proved the Universe Doesn't Exist 39:14 Machine Learning for Computational Fluid Dynamics 32:42 Simple Lattice-Boltzmann Simulator in Python | Computational Fluid Dynamics for Beginners 05:06 Teaching Neural Network to Solve Navier-Stokes Equations 51:40 A Hands-on Introduction to Physics-informed Machine Learning 04:52 OpenFOAM fvSchemes explained in under 5 mins 54:31 Coding Challenge #132: Fluid Simulation Similar videos 50:00 [16th OpenFOAM Workshop] Optimisation, Control and Machine Learning I 1:18:49 [17th OpenFOAM Workshop] Towards physics based DL in OF Combining OpenFOAM with the PyTorch C++ API 42:36 [16th OpenFOAM Workshop] How to run your OpenFOAM simulation on Qarnot's cloud computing platform 1:29:14 [16th OpenFOAM Workshop] Performing optimisation using Dakota and OpenFOAM 05:59 Coupling Neural Network with a CFD Solver 1:22:25 [16th OpenFOAM Workshop] blastFoam a solver for highly compressible, multi phase reacting flows 29:37 [16th OpenFOAM Workshop OpenFOAM] Keynote Hrvoje Jasak 36:36 [16th OpenFOAM Workshop] Biomechanics 56:12 18th OpenFOAM Workshop - Efficiently combining Machine Learning with OpenFOAM using SmartSim 1:28:47 [16th OpenFOAM Workshop] How to run your 1st simulation in OpenFOAM & run it also with snappyHexMesh 31:37 [16th OpenFOAM Workshop] Keynote Fred Mendonca 29:29 [16th OpenFOAM Workshop] Introduction to cloud based simulation with SimScale 1:00:23 [16th OpenFOAM Workshop] Numerics, Efficiency and Software I 12:37 [16th OpenFOAM Workshop] Closing Session 54:39 [16th OpenFOAM Workshop] Numerics, Efficiency and Software II 40:25 [16th OpenFOAM Workshop] Numerics, Efficiency and Software III More results