About the Authors

Cliff C. Kerr

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

info@covasim.org

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Robyn M. Stuart

Contributed equally to this work with: Robyn M. Stuart, Dina Mistry

Roles Conceptualization, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliations Department of Mathematical Sciences, University of Copenhagen, Copenhagen, Denmark, Burnet Institute, Melbourne, Victoria, Australia

Dina Mistry

Contributed equally to this work with: Robyn M. Stuart, Dina Mistry

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

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Romesh G. Abeysuriya

Roles Conceptualization, Methodology, Software, Writing – original draft, Writing – review & editing

Affiliation Burnet Institute, Melbourne, Victoria, Australia

Katherine Rosenfeld

Roles Methodology, Software, Writing – review & editing

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Gregory R. Hart

Roles Methodology, Software

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Rafael C. Núñez

Roles Investigation, Methodology, Writing – original draft, Writing – review & editing

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Jamie A. Cohen

Roles Methodology, Software, Writing – review & editing

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Prashanth Selvaraj

Roles Investigation, Methodology

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Brittany Hagedorn

Roles Investigation, Methodology, Writing – original draft

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Lauren George

Roles Software

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Michał Jastrzębski

Roles Software

Affiliation GitHub, Inc., San Francisco, California, United States of America

Amanda S. Izzo

Roles Visualization, Writing – original draft, Writing – review & editing

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Greer Fowler

Roles Project administration, Writing – review & editing

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Anna Palmer

Roles Data curation

Affiliation Burnet Institute, Melbourne, Victoria, Australia

Dominic Delport

Roles Data curation

Affiliation Burnet Institute, Melbourne, Victoria, Australia

Nick Scott

Roles Data curation, Methodology, Supervision

Affiliation Burnet Institute, Melbourne, Victoria, Australia

Sherrie L. Kelly

Roles Data curation, Supervision

Affiliation Burnet Institute, Melbourne, Victoria, Australia

Caroline S. Bennette

Roles Data curation

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Bradley G. Wagner

Roles Data curation

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Stewart T. Chang

Roles Data curation

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Assaf P. Oron

Roles Data curation

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Edward A. Wenger

Roles Supervision

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Jasmina Panovska-Griffiths

Roles Investigation, Supervision, Writing – review & editing

Affiliations Big Data Institute, University of Oxford, Oxford, United Kingdom, Wolfson Centre for Mathematical Biology and The Queen’s College, University of Oxford, Oxford, United Kingdom

Michael Famulare

Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Daniel J. Klein

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

Affiliation Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America

Competing Interests

The authors have declared that no competing interests exist.