SINDy-PI: a robust algorithm for parallel implicit sparse identification of nonlinear dynamics

Accurately modelling the nonlinear dynamics of a system from measurement data is a challenging yet vital topic. The sparse identification of nonlinear dynamics (SINDy) algorithm is one approach to discover dynamical systems models from data. Although extensions have been developed to identify implic...

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Veröffentlicht in:	Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences Mathematical, physical, and engineering sciences, 2020-10, Vol.476 (2242), p.1-25
Hauptverfasser:	Kaheman, Kadierdan, Kutz, J. Nathan, Brunton, Steven L.
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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