Chaotic Dynamical Systems @Eigensteve
Chaotic Dynamical Systems  @Eigensteve
Uploaded December 2022 | Updated September 2026, 2 weeks ago
This video introduces chaotic dynamical systems, which exhibit sensitive dependence on initial conditions. These systems are ubiquitous in natural and engineering systems, from turbulent fluids to the motion of objects in the solar system. Here, we discuss how to recognize chaos and how to numerically integrate these systems.

Playlist: youtube.com/playlist?list=PLMrJAkhIeNNTYaOnVI3QpH7jgULnAmvPA
Course Website: http://faculty.washington.edu/sbrunton/me564/

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This video was produced at the University of Washington

%%% CHAPTERS %%%
0:00 Overview of Chaotic Dynamics
8:49 Example: Planetary Dynamics
14:31 Example: Double Pendulum
19:12 Flow map Jacobian and Lyapunov Exponents
26:33 Symplectic Integration for Chaotic Hamiltonian Dynamics
33:41 Examples of Chaos in Fluid Turbulence
37:16 Synchrony and Order in Dynamics
Chaotic Dynamical SystemsNumerical Simulation of Ordinary Differential Equations: Integrating ODEsIntroduction to Statistics and Data AnalysisCovariance and Correlation in ProbabilityComplex analysis 101: imaginary numbers are real!Properties of Maximum Likelihood EstimationMotivating Eigenvalues and Eigenvectors with Differential EquationsLinearizing Nonlinear Differential Equations Near a Fixed PointComplex Analysis L11: Examples of Cauchy-Integral FormulaStability of Forward Euler and Backward Euler Integration Schemes for Differential EquationsComplex Analysis L02: Eulers formula, one of the most important formulas in all of mathematicsHydroGym: A Reinforcement Learning Platform for Fluid Dynamics
Steve Brunton |

Chaotic Dynamical Systems

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