PySINDy tutorial 1: overview of PySINDy for sparse system identification Published 2021-12-05 Download video MP4 360p Recommendations 12:23 PySINDy tutorial 2: Choosing algorithm hyperparameters 08:25 System Identification: Sparse Nonlinear Models with Control 26:44 Sparse Identification of Nonlinear Dynamics (SINDy) 24:06 Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! 12:17 PySINDy: A Python Library for Model Discovery 24:31 Deep Learning of Dynamics and Coordinates with SINDy Autoencoders 12:09 Robust Model Discovery with Ensemble Learning and SINDy (applications to active learning & control) 45:38 Data-driven model discovery: Targeted use of deep neural networks for physics and engineering 07:44 PySINDy tutorial 4: robust sparse system identification by ensembling 17:32 Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating Models 39:14 Machine Learning for Computational Fluid Dynamics 19:40 Sparse Nonlinear Dynamics Models with SINDy, Part 3: Effective Coordinates for Parsimonious Models 17:21 Deep Delay Autoencoders Discover Dynamical Systems w Latent Variables: Deep Learning meets Dynamics! 26:03 Reinforcement Learning: Machine Learning Meets Control Theory 19:25 SpaceX Orbit Largest Spacecraft In History also SpaceX Destroy Largest Spacecraft In History. Similar videos 18:27 PySINDy tutorial 6: the weak formulation of SINDy and SINDy-PI 18:28 Sparse Nonlinear Dynamics Models with SINDy, Part 5: The Optimization Algorithms 52:02 Introduction to Subspace System Identification Method with Python - Part I: Algorithm Development More results