Physics-informed neural networks for fluid mechanics Published 2023-03-19 Download video MP4 360p Recommendations 34:32 Physics Informed Neural Networks (PINNs) [Physics Informed Machine Learning] 08:03 The million dollar equation (Navier-Stokes equations) 20:56 How is machine learning improving computational fluid dynamics? 28:28 Introduction to deep learning for fluid mechanics 16:20 Solving PDEs using Machine Learning by Balaji Srinivasan, IIT Madras 05:06 Teaching Neural Network to Solve Navier-Stokes Equations 24:37 Neural ODEs (NODEs) [Physics Informed Machine Learning] 43:27 AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning] 16:00 Near-wall Blood Flow Modeling with Physics-Informed Neural Network (PINN). 11:43 Scientific Machine Learning: Physics-Informed Neural Networks with Craig Gin 18:40 But what is a neural network? | Chapter 1, Deep learning 25:28 Watching Neural Networks Learn 36:11 AI/ML+Physics Part 2: Curating Training Data [Physics Informed Machine Learning] 03:19 What Are Physics Informed Neural Networks (PINNs) ? 20:40 Physics Informed Neural Networks (PINNs): "PyTorch" Solve Physical Systems with Deep Neural Networks Similar videos 1:10:36 Physics-Informed Neural Networks (PINNs) - An Introduction - Ben Moseley | Jousef Murad 07:18 How Well Can DeepMind's AI Learn Physics? ⚛ 39:14 Machine Learning for Computational Fluid Dynamics 26:56 Deep Learning to Discover Coordinates for Dynamics: Autoencoders & Physics Informed Machine Learning 1:32:53 ETH Zürich DLSC: Physics-Informed Neural Networks - Applications 05:59 Coupling Neural Network with a CFD Solver 52:02 CFSM Seminar #2 "Phase field method and physics informed neural networks for complex fluid" More results