An integrated framework for building trustworthy data-driven epidemiological models: Application to the COVID-19 outbreak in New York City

• Sheng Zhang ,

  Contributed equally to this work with: Sheng Zhang, Joan Ponce, Zhen Zhang

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

  Affiliation Department of Mathematics, Purdue University, West Lafayette, Indiana, United States

  https://orcid.org/0000-0003-1539-0454

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• Joan Ponce ,

  Contributed equally to this work with: Sheng Zhang, Joan Ponce, Zhen Zhang

  Roles Conceptualization, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing

  Affiliation Department of Mathematics, Purdue University, West Lafayette, Indiana, United States

  https://orcid.org/0000-0002-5158-3272

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• Zhen Zhang ,

  Contributed equally to this work with: Sheng Zhang, Joan Ponce, Zhen Zhang

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

  Affiliation Division of Applied Mathematics and School of Engineering, Brown University, Providence, Rhode Island, United States

  https://orcid.org/0000-0003-4016-300X

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• Guang Lin ,

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

  * E-mail: guanglin@purdue.edu

  Affiliations Department of Mathematics, Purdue University, West Lafayette, Indiana, United States, School of Mechanical Engineering, Purdue University, West Lafayette, Indiana, United States

  https://orcid.org/0000-0002-0976-1987

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• George Karniadakis

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

  Affiliation Division of Applied Mathematics and School of Engineering, Brown University, Providence, Rhode Island, United States

  https://orcid.org/0000-0002-9713-7120

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