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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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Detalhes bibliográficos
Publicado no:Proc Math Phys Eng Sci
Main Authors: Kaheman, Kadierdan, Kutz, J. Nathan, Brunton, Steven L.
Formato: Artigo
Idioma:Inglês
Publicado em: The Royal Society Publishing 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7655768/
https://ncbi.nlm.nih.gov/pubmed/33214760
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rspa.2020.0279
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