Deep Learning to Discover Coordinates for Dynamics: Autoencoders & Physics Informed Machine Learning Published 2021-08-13 Download video MP4 360p Recommendations 24:06 Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! 19:10 Discrepancy Modeling with Physics Informed Machine Learning 10:31 Simple Explanation of AutoEncoders 13:11 ML Was Hard Until I Learned These 5 Secrets! 43:27 AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning] 45:38 Data-driven model discovery: Targeted use of deep neural networks for physics and engineering 15:05 Variational Autoencoders 19:14 A Neural Network Primer 58:02 Steve Brunton - Machine Learning for Scientific Discovery, with Examples in Fluid Mechanics 36:11 AI/ML+Physics Part 2: Curating Training Data [Physics Informed Machine Learning] 26:25 What will happen after 100h of evolution? Study of natural selection in an ecosystem simulator 1:10:36 Physics-Informed Neural Networks (PINNs) - An Introduction - Ben Moseley | Jousef Murad 17:16 How Physicists FINALLY Solved the Feynman Sprinkler Problem - Explained 31:46 Denoising and Variational Autoencoders 1:17:38 Steve Brunton: "Dynamical Systems (Part 1/2)" 1:14:42 DDPS | Physics-enhanced Gaussian Processes for Learning of Electromechanical Systems |Thomas Beckers 14:28 Graph Neural Networks - a perspective from the ground up Similar videos 17:21 Deep Delay Autoencoders Discover Dynamical Systems w Latent Variables: Deep Learning meets Dynamics! 24:31 Deep Learning of Dynamics and Coordinates with SINDy Autoencoders 11:43 Scientific Machine Learning: Physics-Informed Neural Networks with Craig Gin 05:00 What are Autoencoders? 39:14 Machine Learning for Computational Fluid Dynamics 27:32 Kathleen Champion - Data-driven discovery of coordinates and governing equations 04:51 Autoencoders explained — The unsung heroes of the AI world! 10:00 Autoencoder Explained - Deep Neural Networks 51:40 A Hands-on Introduction to Physics-informed Machine Learning 30:26 Physics-informed Machine Learning for Inverse Problems 13:54 Introduction To Autoencoders In Machine Learning. 27:59 Autoencoders Explained Easily 02:31 Autoencoder | Machine Learning More results