Deep Learning for Turbulence Closure Modeling Published 2021-05-14 Download video MP4 360p Recommendations 16:14 Enhancing Computational Fluid Dynamics with Machine Learning 33:34 Turbulence Closure Models: Reynolds Averaged Navier Stokes (RANS) & Large Eddy Simulations (LES) 20:18 Why Does Diffusion Work Better than Auto-Regression? 20:52 Machine Learning for Fluid Dynamics: Patterns 05:06 Teaching Neural Network to Solve Navier-Stokes Equations 19:10 Discrepancy Modeling with Physics Informed Machine Learning 32:28 Machine Learning for Fluid Dynamics: Models and Control 25:28 Watching Neural Networks Learn 2:06:38 This is why Deep Learning is really weird. 55:55 Miles Cranmer - The Next Great Scientific Theory is Hiding Inside a Neural Network (April 3, 2024) 18:00 Physics-informed neural networks for fluid mechanics 24:59 How to train simple AIs to balance a double pendulum 26:55 ChatGPT: 30 Year History | How AI Learned to Talk 43:11 Writing a Turbulence Simulation in Julia 38:28 Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization 25:28 [CFD] The k-omega Turbulence Model 39:14 Machine Learning for Computational Fluid Dynamics 20:08 [CFD] The k - omega SST Turbulence Model 18:32 Turbulent Flow is MORE Awesome Than Laminar Flow Similar videos 25:56 RANS Turbulence Modeling: Prediction of Near-Wall Turbulence 17:35 Deep Reinforcement Learning for Fluid Dynamics and Control 56:05 Jane Bae - Wall-models of turbulent flows via scientific multi-agent reinforcement learning 1:04:12 DDPS | Modeling and controlling turbulent flows through deep learning 1:01:37 Laure Zanna - Data-driven turbulence closures for ocean and climate models: advances and challenges 1:59:45 Climate modeling with AI: Hype or Reality? & Deep learning and the dynamics of physical processes 46:21 Machine Learning for Ocean Closures: Advances and Lessons ▸ Laure Zanna #CLIMATE-C21 1:18:28 Machine Learning for Ocean & Climate Modeling: advances, challenges & outlook with Laure Zanna 1:02:04 Nature Reviews Physics: Machine learning in fluid dynamics and climate physics 28:22 Turbulence Modeling with Machine Learning for Separated Flows 30:09 Machine Learning for Fluid Mechanics 16:26 Numerical Modeling of Turbulent Flows - Reynolds Averaged Navier-Stokes (RANS) 44:17 Lecture 23 - Part a: Turbulence modelling 47:44 CFD + Machine Learning, Turbulence & PhD Life - Bernat Font | Podcast #62 26:56 Deep Learning to Discover Coordinates for Dynamics: Autoencoders & Physics Informed Machine Learning 59:42 Turbulence Modeling with Large-eddy Simulation More results