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Data-driven discovery of the governing equations of dynamical systems via moving horizon optimization

Discovering the governing laws underpinning physical and chemical phenomena entirely from data is a key step towards understanding and ultimately controlling systems in science and engineering. Noisy measurements and complex, highly nonlinear underlying dynamics hinder the identification of such gov...

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Detalles Bibliográficos
Autores principales: Lejarza, Fernando, Baldea, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9276674/
https://www.ncbi.nlm.nih.gov/pubmed/35821394
http://dx.doi.org/10.1038/s41598-022-13644-w