Data-Driven Dynamical Systems Overview Published 2018-06-12 Download video MP4 360p Recommendations 18:18 Dynamic Mode Decomposition (Overview) 45:38 Data-driven model discovery: Targeted use of deep neural networks for physics and engineering 15:09 Simulating the Lorenz System in Matlab 27:49 Koopman Spectral Analysis (Overview) 16:36 Introduction to System Dynamics: Overview 33:04 The Grandfather Of Generative Models 20:18 Why Does Diffusion Work Better than Auto-Regression? 52:56 Steven Dahdah : Data-Driven Modelling and Control with the Koopman Operator 43:29 Dynamic Mode Decomposition (Theory) 44:01 Chaotic Dynamical Systems 1:10:36 Physics-Informed Neural Networks (PINNs) - An Introduction - Ben Moseley | Jousef Murad 47:07 Hankel Alternative View of Koopman (HAVOK) Analysis [FULL] 17:57 Generative AI in a Nutshell - how to survive and thrive in the age of AI 1:08:52 MIT Robotics - Harry Asada - Koopman Lifting Linearization for Global, Unified Representation ... 37:41 The math of how atomic nuclei stay together is surprisingly beautiful | Full movie #SoME2 1:28:45 Nathan Kutz - The Dynamic Mode Decomposition - A Data-Driven Algorithm 23:05 Attosecond Lasers (2023 Nobel Prize in Physics) - Sixty Symbols Similar videos 10:36 New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control 24:31 Data-Driven Control: Overview 38:39 Data-Driven Modeling of Dynamical Systems 02:17 Manifold Learning for Data driven Dynamical System Modeling 46:04 Generative Machine Learning Approaches for Data-Driven Modeling of Dynamics. 29:31 Differential Equations and Dynamical Systems: Overview 1:09:56 Data Driven Discovery of Dynamical Systems and PDEs 20:16 Data-Driven Control: Linear System Identification 01:39 Data-Driven Iterative Optimal Control for Switched Dynamical Systems 38:31 Data-Driven Engineering Tutorials More results