AI-Aristotle: A physics-informed framework for systems biology gray-box identification

• Nazanin Ahmadi Daryakenari ,

  Contributed equally to this work with: Nazanin Ahmadi Daryakenari, Mario De Florio

  Roles Data curation, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Center for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island, United States of America

  https://orcid.org/0000-0003-2485-8987

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• Mario De Florio ,

  Contributed equally to this work with: Nazanin Ahmadi Daryakenari, Mario De Florio

  Roles Data curation, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Division of Applied Mathematics, Brown University, Providence, Rhode Island, United States of America

  https://orcid.org/0000-0003-2285-3074

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• Khemraj Shukla,

  Roles Data curation, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Division of Applied Mathematics, Brown University, Providence, Rhode Island, United States of America

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• George Em Karniadakis

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

  * E-mail: george_karniadakis@brown.edu

  Affiliation Division of Applied Mathematics, Brown University, Providence, Rhode Island, United States of America

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

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