Managing spatio-temporal heterogeneity of susceptibles by embedding it into an homogeneous model: A mechanistic and deep learning study

• Biao Tang,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, People’s Republic of China, The Interdisciplinary Research Center for Mathematics and Life Sciences, Xi’an Jiaotong University, Xi’an, People’s Republic of China

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• Kexin Ma,

  Roles Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft

  Affiliation School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, People’s Republic of China

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• Yan Liu,

  Roles Formal analysis, Investigation, Methodology, Software, Visualization

  Affiliation School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, People’s Republic of China

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• Xia Wang,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – review & editing

  Affiliation School of Mathematics and Statistics, Shaanxi Normal University, Xi’an, People’s Republic of China

  https://orcid.org/0000-0001-9317-4824

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• Sanyi Tang,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliation School of Mathematics and Statistics, Shaanxi Normal University, Xi’an, People’s Republic of China

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• Yanni Xiao ,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – review & editing

  * E-mail: yxiao@mail.xjtu.edu.cn (YX); r.a.cheke@greenwich.ac.uk (RAC)

  Affiliations School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, People’s Republic of China, The Interdisciplinary Research Center for Mathematics and Life Sciences, Xi’an Jiaotong University, Xi’an, People’s Republic of China

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• Robert A. Cheke

  Roles Project administration, Writing – review & editing

  * E-mail: yxiao@mail.xjtu.edu.cn (YX); r.a.cheke@greenwich.ac.uk (RAC)

  Affiliations Natural Resources Institute, University of Greenwich at Medway, Central Avenue, Chatham Maritime, Kent, United Kingdom, Department of Infectious Disease Epidemiology, Imperial College London, School of Public Health, White City Campus, London, United Kingdom

  https://orcid.org/0000-0002-7437-1934

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