System Identification: Sparse Nonlinear Models with Control Published 2018-06-10 Download video MP4 360p Recommendations 12:08 Sparse Identification of Nonlinear Dynamics for Model Predictive Control 20:16 Data-Driven Control: Linear System Identification 1:08:02 الدرس الاول( تكامل اقترانات خاصة) ج5 24:06 Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! 16:15 What Is System Identification? | System Identification, Part 1 26:44 Sparse Identification of Nonlinear Dynamics (SINDy) 1:06:28 Data-driven MPC: From linear to nonlinear systems with guarantees 17:26 Nonlinear System Identification | System Identification, Part 3 21:43 Data-Driven Dynamical Systems Overview 45:56 Introduction to System Identification 08:25 What is Sparsity? 10:05 Machine Learning Control: Overview 10:19 System Identification: Full-State Models with Control 10:04 System Identification: Koopman with Control 27:17 Sparse Nonlinear Dynamics Models with SINDy, Part 4: The Library of Candidate Nonlinearities 12:44 PySINDy tutorial 1: overview of PySINDy for sparse system identification Similar videos 38:28 Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization 05:58 System Identification: Regression Models 12:13 Model Predictive Control 12:09 Robust Model Discovery with Ensemble Learning and SINDy (applications to active learning & control) 17:32 Sparse Nonlinear Dynamics Models with SINDy, Part 2: Training Data & Disambiguating Models 19:40 Sparse Nonlinear Dynamics Models with SINDy, Part 3: Effective Coordinates for Parsimonious Models 18:28 Sparse Nonlinear Dynamics Models with SINDy, Part 5: The Optimization Algorithms 08:09 System Identification: DMD Control Example 12:17 PySINDy: A Python Library for Model Discovery More results