Gaussian process emulation for exploring complex infectious disease models

• Anna M. Langmüller ,

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

  * E-mail: annamaria.langmueller@aias.au.dk, annamaria.langmueller@gmail.com (AML); messer@cornell.edu (PWM)

  Affiliations Department of Computational Biology, Cornell University, Ithaca, New York, United States of America, Department of Mathematics, University of Vienna, Vienna, Austria, Aarhus Institute of Advanced Studies, Aarhus University, Aarhus, Denmark

  https://orcid.org/0000-0002-6102-8862

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• Kiran A. Chandrasekher,

  Roles Formal analysis, Visualization, Writing – review & editing

  Affiliation Department of Computational Biology, Cornell University, Ithaca, New York, United States of America

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• Benjamin C. Haller,

  Roles Data curation, Methodology, Software, Validation, Writing – review & editing

  Affiliation Department of Computational Biology, Cornell University, Ithaca, New York, United States of America

  https://orcid.org/0000-0003-1874-8327

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• Samuel E. Champer,

  Roles Methodology, Software, Writing – review & editing

  Affiliation Department of Computational Biology, Cornell University, Ithaca, New York, United States of America

  https://orcid.org/0000-0002-4559-7627

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• Courtney C. Murdock,

  Roles Conceptualization, Investigation, Writing – review & editing

  Affiliations Department of Entomology, Cornell University, Ithaca, New York, United States of America, Cornell Institute of Host-Microbe Interactions and Disease, Cornell University, Ithaca, New York, United States of America, Center for the Ecology of Infectious Diseases, University of Georgia, Athens, Georgia, United States of America

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• Philipp W. Messer

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Writing – original draft, Writing – review & editing

  * E-mail: annamaria.langmueller@aias.au.dk, annamaria.langmueller@gmail.com (AML); messer@cornell.edu (PWM)

  Affiliation Department of Computational Biology, Cornell University, Ithaca, New York, United States of America

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