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Data-driven discovery of coordinates and governing equations

The discovery of governing equations from scientific data has the potential to transform data-rich fields that lack well-characterized quantitative descriptions. Advances in sparse regression are currently enabling the tractable identification of both the structure and parameters of a nonlinear dyna...

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Détails bibliographiques
Publié dans:Proc Natl Acad Sci U S A
Auteurs principaux: Champion, Kathleen, Lusch, Bethany, Kutz, J. Nathan, Brunton, Steven L.
Format: Artigo
Langue:Inglês
Publié: National Academy of Sciences 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6842598/
https://ncbi.nlm.nih.gov/pubmed/31636218
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1906995116
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