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

Steve Brunton

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

31 743 просмотра · 10 лет назад
Steve Brunton
554 тыс. подписчиков
31 743 просмотра · 10 лет назад
This video illustrates a new algorithm to decompose chaos into a linear system with intermittent forcing. This is based on the Hankel Alternative View of Koopman (HAVOK) analysis that builds linear regression models on eigen-time-delay coordinates. Chaos as an Intermittently Forced Linear System http://arxiv.org/abs/1608.05306 Steven L. Brunton, Bingni W. Brunton, Joshua L. Proctor, Eurika Kaiser, and J. Nathan Kutz Code available at: http://faculty.washington.edu/sbrunto... For more details, see our papers: https://scholar.google.com/citations?... This video was produced at the University of Washington