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Data-assimilation and state estimation for contact-based spreading processes using the ensemble kalman filter: Application to COVID-19

The main aim of the present paper is threefold. First, it aims at presenting an extended contact-based model for the description of the spread of contagious diseases in complex networks with consideration of asymptomatic evolutions. Second, it presents a parametrization method of the considered mode...

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Detalles Bibliográficos
Autores principales: Schaum, A., Bernal-Jaquez, R., Alarcon Ramos, L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552782/
https://www.ncbi.nlm.nih.gov/pubmed/36249287
http://dx.doi.org/10.1016/j.chaos.2022.111887