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Hankel Alternative View of Koopman - HAVOK Analysis

Offered By: Steve Brunton via YouTube

Tags

Nonlinear Dynamics Courses Chaos Theory Courses Linear Regression Models Courses

Course Description

Overview

Explore a novel algorithm for decomposing chaos into a linear system with intermittent forcing through this 23-minute video lecture. Delve into the Hankel Alternative View of Koopman (HAVOK) analysis, which constructs linear regression models on eigen-time-delay coordinates. Learn about the concept of chaos as an intermittently forced linear system and gain insights into the practical applications of this approach. Access the accompanying code and related research papers to deepen your understanding of this innovative technique in dynamical systems analysis.

Syllabus

Hankel Alternative View of Koopman (HAVOK) Analysis [SHORT]


Taught by

Steve Brunton

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