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Inferring the connectivity of coupled chaotic oscillators using Kalman filtering

Inferring the interactions between coupled oscillators is a significant open problem in complexity science, with multiple interdisciplinary applications. While the Kalman filter (KF) technique is a well-known tool, widely used for data assimilation and parameter estimation, to the best of our knowle...

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Detalles Bibliográficos
Autores principales: Forero-Ortiz, E., Tirabassi, G., Masoller, C., Pons, A. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8599661/
https://www.ncbi.nlm.nih.gov/pubmed/34789794
http://dx.doi.org/10.1038/s41598-021-01444-7