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Full observability and estimation of unknown inputs, states and parameters of nonlinear biological models

In this paper, we address the system identification problem in the context of biological modelling. We present and demonstrate a methodology for (i) assessing the possibility of inferring the unknown quantities in a dynamic model and (ii) effectively estimating them from output data. We introduce th...

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Detalles Bibliográficos
Autores principales: Villaverde, Alejandro F., Tsiantis, Nikolaos, Banga, Julio R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6685009/
https://www.ncbi.nlm.nih.gov/pubmed/31266417
http://dx.doi.org/10.1098/rsif.2019.0043

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