Sparse Identification of Nonlinear Dynamics (SINDy) Published 2016-04-23 Download video MP4 360p Recommendations 24:06 Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! 24:47 But what is a Fourier series? From heat flow to drawing with circles | DE4 58:16 Limits of Logic: The Gödel Legacy 2:11:45 EM Waves 1:06:28 Data-driven MPC: From linear to nonlinear systems with guarantees 16:08 Everything You Need to Know About Control Theory 3:33:23 GEOMETRIC DEEP LEARNING BLUEPRINT 43:29 Dynamic Mode Decomposition (Theory) 50:05 6. Monte Carlo Simulation 37:41 The math of how atomic nuclei stay together is surprisingly beautiful | Full movie #SoME2 12:08 Sparse Identification of Nonlinear Dynamics for Model Predictive Control 27:17 Sparse Nonlinear Dynamics Models with SINDy, Part 4: The Library of Candidate Nonlinearities 1:17:38 Steve Brunton: "Dynamical Systems (Part 1/2)" 34:29 Wavelets: a mathematical microscope 20:16 Data-Driven Control: Linear System Identification 1:10:02 Single Systems | Understanding Quantum Information & Computation: Lesson 1 26:06 From Newton’s method to Newton’s fractal (which Newton knew nothing about) 30:35 Compressed Sensing and Dynamic Mode Decomposition Similar videos 18:28 Sparse Nonlinear Dynamics Models with SINDy, Part 5: The Optimization Algorithms 17:32 Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating Models 12:09 Robust Model Discovery with Ensemble Learning and SINDy (applications to active learning & control) 19:40 Sparse Nonlinear Dynamics Models with SINDy, Part 3: Effective Coordinates for Parsimonious Models 12:44 PySINDy tutorial 1: overview of PySINDy for sparse system identification 27:13 Inferring biological networks by sparse identification of nonlinear dynamics 13:27 ADDRESSING OVERFITTING ISSUES IN THE SPARSE IDENTIFICATION OF NONLINEAR DYNAMICAL SYSTEMS 08:25 System Identification: Sparse Nonlinear Models with Control 18:27 PySINDy tutorial 6: the weak formulation of SINDy and SINDy-PI 12:17 PySINDy: A Python Library for Model Discovery 07:44 PySINDy tutorial 4: robust sparse system identification by ensembling 38:28 Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization More results