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Mean field control problems for vaccine distribution

With the invention of the COVID-19 vaccine, shipping and distributing are crucial in controlling the pandemic. In this paper, we build a mean-field variational problem in a spatial domain, which controls the propagation of pandemics by the optimal transportation strategy of vaccine distribution. Her...

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Detalles Bibliográficos
Autores principales: Lee, Wonjun, Liu, Siting, Li, Wuchen, Osher, Stanley
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9328629/
https://www.ncbi.nlm.nih.gov/pubmed/35915747
http://dx.doi.org/10.1007/s40687-022-00350-2
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author Lee, Wonjun
Liu, Siting
Li, Wuchen
Osher, Stanley
author_facet Lee, Wonjun
Liu, Siting
Li, Wuchen
Osher, Stanley
author_sort Lee, Wonjun
collection PubMed
description With the invention of the COVID-19 vaccine, shipping and distributing are crucial in controlling the pandemic. In this paper, we build a mean-field variational problem in a spatial domain, which controls the propagation of pandemics by the optimal transportation strategy of vaccine distribution. Here, we integrate the vaccine distribution into the mean-field SIR model designed in Lee W, Liu S, Tembine H, Li W, Osher S (2020) Controlling propagation of epidemics via mean-field games. arXiv preprint arXiv:2006.01249. Numerical examples demonstrate that the proposed model provides practical strategies for vaccine distribution in a spatial domain.
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spelling pubmed-93286292022-07-28 Mean field control problems for vaccine distribution Lee, Wonjun Liu, Siting Li, Wuchen Osher, Stanley Res Math Sci Research With the invention of the COVID-19 vaccine, shipping and distributing are crucial in controlling the pandemic. In this paper, we build a mean-field variational problem in a spatial domain, which controls the propagation of pandemics by the optimal transportation strategy of vaccine distribution. Here, we integrate the vaccine distribution into the mean-field SIR model designed in Lee W, Liu S, Tembine H, Li W, Osher S (2020) Controlling propagation of epidemics via mean-field games. arXiv preprint arXiv:2006.01249. Numerical examples demonstrate that the proposed model provides practical strategies for vaccine distribution in a spatial domain. Springer International Publishing 2022-07-27 2022 /pmc/articles/PMC9328629/ /pubmed/35915747 http://dx.doi.org/10.1007/s40687-022-00350-2 Text en © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Research
Lee, Wonjun
Liu, Siting
Li, Wuchen
Osher, Stanley
Mean field control problems for vaccine distribution
title Mean field control problems for vaccine distribution
title_full Mean field control problems for vaccine distribution
title_fullStr Mean field control problems for vaccine distribution
title_full_unstemmed Mean field control problems for vaccine distribution
title_short Mean field control problems for vaccine distribution
title_sort mean field control problems for vaccine distribution
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9328629/
https://www.ncbi.nlm.nih.gov/pubmed/35915747
http://dx.doi.org/10.1007/s40687-022-00350-2
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