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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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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. |
format | Online Article Text |
id | pubmed-9328629 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT leewonjun meanfieldcontrolproblemsforvaccinedistribution AT liusiting meanfieldcontrolproblemsforvaccinedistribution AT liwuchen meanfieldcontrolproblemsforvaccinedistribution AT osherstanley meanfieldcontrolproblemsforvaccinedistribution |