Deep Learning of Dynamics and Coordinates with SINDy Autoencoders Published 2020-07-03 Download video MP4 360p Recommendations 26:56 Deep Learning to Discover Coordinates for Dynamics: Autoencoders & Physics Informed Machine Learning 12:20 Victoria Nuland RESIGNS, Glenn Greenwald EVISCERATES Leading Neocon: Interview 24:06 Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! 47:27 Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering 26:44 Sparse Identification of Nonlinear Dynamics (SINDy) 27:47 Why the Houthis Control Half of Yemen - Modern Affairs DOCUMENTARY 09:09 Neural Network Architectures & Deep Learning 18:40 But what is a neural network? | Chapter 1, Deep learning 43:27 AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning] 55:28 Timothy Snyder on Ukraine, Russia, America—and What’s at Stake 31:33 The Oldest Unsolved Problem in Math 38:28 Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization 11:57 The Murder of Sitting Bull - Native American History - Part 4 - Extra History 47:07 Hankel Alternative View of Koopman (HAVOK) Analysis [FULL] 26:03 Reinforcement Learning: Machine Learning Meets Control Theory Similar videos 17:21 Deep Delay Autoencoders Discover Dynamical Systems w Latent Variables: Deep Learning meets Dynamics! 19:40 Sparse Nonlinear Dynamics Models with SINDy, Part 3: Effective Coordinates for Parsimonious Models 17:32 Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating Models 18:28 Sparse Nonlinear Dynamics Models with SINDy, Part 5: The Optimization Algorithms 27:17 Sparse Nonlinear Dynamics Models with SINDy, Part 4: The Library of Candidate Nonlinearities 45:38 Data-driven model discovery: Targeted use of deep neural networks for physics and engineering 30:09 Machine Learning for Fluid Mechanics 22:28 Deep Learning for Turbulence Closure Modeling 12:44 PySINDy tutorial 1: overview of PySINDy for sparse system identification 12:09 Robust Model Discovery with Ensemble Learning and SINDy (applications to active learning & control) 19:10 Discrepancy Modeling with Physics Informed Machine Learning 32:28 Machine Learning for Fluid Dynamics: Models and Control 12:17 PySINDy: A Python Library for Model Discovery More results