Enhancing Computational Fluid Dynamics with Machine Learning Published 2022-08-19 Download video MP4 360p Recommendations 39:14 Machine Learning for Computational Fluid Dynamics 33:00 Fluid dynamics feels natural once you start with quantum mechanics 18:40 But what is a neural network? | Chapter 1, Deep learning 33:34 Turbulence Closure Models: Reynolds Averaged Navier Stokes (RANS) & Large Eddy Simulations (LES) 38:28 Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization 27:23 [CFD] Large Eddy Simulation (LES): An Introduction 29:59 What Is Turbulence? Turbulent Fluid Dynamics are Everywhere 1:29:27 [16th OpenFOAM Workshop] Machine learning aided CFD with OpenFOAM and PyTorch 1:12:03 Steve Brunton: "Introduction to Fluid Mechanics" 15:05 Variational Autoencoders 07:49 Finally, A Blazing Fast Fluid Simulator! 🌊 12:22 Controlling Turbulence and Evolution: How Engineers Overcome Uncertainty 24:36 Turbulence is Everywhere! Examples of Turbulence and Canonical Flows 07:18 How Well Can DeepMind's AI Learn Physics? ⚛ 07:48 Compressors - Turbine Engines: A Closer Look 13:07 WHAT IS CFD: Introduction to Computational Fluid Dynamics 23:42 Physics-Informed Dynamic Mode Decomposition (PI-DMD) 08:55 How AIs, like ChatGPT, Learn Similar videos 20:56 How is machine learning improving computational fluid dynamics? 06:31 Machine Learning for Aerodynamics - Deep Learning & Neural Networks applied to CFD simulations 01:22 Combining AI + CFD 🧠💧 1:00:52 Machine learning for fluid dynamics: An Introduction 32:28 Machine Learning for Fluid Dynamics: Models and Control 02:06 Ingrid Cloud | Artificial Intelligence for CFD Simulations 00:48 Machine Learning Model for Real Time CFD Prediction 53:09 When Artificial Intelligence meets Computational Fluid Dynamics | Dr Michael Bauerheim 05:59 Coupling Neural Network with a CFD Solver 22:28 Deep Learning for Turbulence Closure Modeling 08:26 IQ Test 15:23 Studying structures in urban flows through machine learning More results