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Hyper-differential sensitivity analysis for inverse problems governed by ODEs with application to COVID-19 modeling

We consider inverse problems governed by systems of ordinary differential equations (ODEs) that contain uncertain parameters in addition to the parameters being estimated. In such problems, which are common in applications, it is important to understand the sensitivity of the solution of the inverse...

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Detalles Bibliográficos
Autores principales: Stevens, Mason, Sunseri, Isaac, Alexanderian, Alen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Published by Elsevier Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374496/
https://www.ncbi.nlm.nih.gov/pubmed/35970242
http://dx.doi.org/10.1016/j.mbs.2022.108887