Nature Communications (May 2017)

Chaos as an intermittently forced linear system

  • Steven L. Brunton,
  • Bingni W. Brunton,
  • Joshua L. Proctor,
  • Eurika Kaiser,
  • J. Nathan Kutz

DOI
https://doi.org/10.1038/s41467-017-00030-8
Journal volume & issue
Vol. 8, no. 1
pp. 1 – 9

Abstract

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The huge amount of data generated in fields like neuroscience or finance calls for effective strategies that mine data to reveal underlying dynamics. Here Brunton et al.develop a data-driven technique to analyze chaotic systems and predict their dynamics in terms of a forced linear model.