The use of mixture density networks in the emulation of complex epidemiological individual-based models

• Christopher N. Davis,

  Roles Formal analysis, Investigation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations MathSys CDT, Mathematics Institute, University of Warwick, Coventry, United Kingdom, Zeeman Institute (SBIDER), University of Warwick, Coventry, United Kingdom

  http://orcid.org/0000-0003-2665-0127

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• T. Deirdre Hollingsworth,

  Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

  Affiliation Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom

  http://orcid.org/0000-0001-5962-4238

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• Quentin Caudron,

  Roles Software

  Affiliation Scai Analytics Ltd., Vancouver, Canada

  http://orcid.org/0000-0002-0132-5005

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• Michael A. Irvine

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: m.irvine@math.ubc.ca

  Affiliations Scai Analytics Ltd., Vancouver, Canada, Institute of Applied Mathematics, University of British Columbia, Vancouver, Canada

  http://orcid.org/0000-0003-4785-8998

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