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Steve Brunton: 'Dynamical Systems (Part 1/2)'
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Machine Learning for Physics and the Physics of Learning Tutorials 2019
"Dynamical Systems (Part 1/2)"
Steve Brunton, University of Washington
Institute for Pure and Applied Mathematics, UCLA
September 5, 2019
0:17:53
The Anatomy of a Dynamical System
1:17:38
Steve Brunton: 'Dynamical Systems (Part 1/2)'
0:29:31
Differential Equations and Dynamical Systems: Overview
0:44:01
Chaotic Dynamical Systems
0:32:11
Topics in Dynamical Systems: Fixed Points, Linearization, Invariant Manifolds, Bifurcations & Ch...
0:21:43
Data-Driven Dynamical Systems Overview
0:09:46
Discrete-Time Dynamical Systems
0:18:18
Dynamic Mode Decomposition (Overview)
0:10:36
New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control
1:16:34
Steve Brunton: 'Dynamical Systems (Part 2/2)'
0:27:10
Model Based Reinforcement Learning: Policy Iteration, Value Iteration, and Dynamic Programming
0:28:34
Nonlinear Dynamical Systems (Prof. Steve L. Brunton) – Part 1
0:32:45
Steve Brunton - Discovering interpretable and generalizable dynamical systems from data
0:23:11
Nonlinear Dynamical Systems (Prof. Steve L. Brunton) – Part 3
0:26:22
Nonlinear Dynamical Systems (Prof. Steve L. Brunton) – Part 2
0:24:06
Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later!
0:52:33
Steve Brunton: 'Discovering interpretable and generalizable dynamical systems from data'
0:07:43
Dynamic Mode Decomposition (Examples)
0:43:53
Nonlinear Dynamical Systems (Prof. Steve L. Brunton)
0:17:36
The Hartman-Grobman Theorem, Structural Stability of Linearization, and Stable/Unstable Manifolds
0:24:47
Linear Systems [Control Bootcamp]
0:30:09
Methods for System Identification (Prof. Steve L. Brunton) – Part 1
0:27:15
Steve Brunton: 'Machine Learning for Fluid Mechanics'
0:26:01
Drawing Phase Portraits for Nonlinear Systems
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