Probabilistic program inference in network-based epidemiological simulations

Niklas Smedemark-Margulies; Robin Walters; Heiko Zimmermann; Lucas Laird; Christian van der Loo; Neela Kaushik; Rajmonda Caceres; Jan-Willem van de Meent

doi:10.1371/journal.pcbi.1010591

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Open Access

Peer-reviewed

Research Article

Probabilistic program inference in network-based epidemiological simulations

Niklas Smedemark-Margulies ,

Contributed equally to this work with: Niklas Smedemark-Margulies, Robin Walters

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

* E-mail: smedemark-margulie.n@northeastern.edu (NSM); r.walters@northeastern.edu (RW)

Affiliation Khoury College of Computer Science, Northeastern University, Boston, Massachusetts, United States of America

https://orcid.org/0000-0002-4364-0273

⨯
Robin Walters ,

Contributed equally to this work with: Niklas Smedemark-Margulies, Robin Walters

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

* E-mail: smedemark-margulie.n@northeastern.edu (NSM); r.walters@northeastern.edu (RW)

Affiliation Khoury College of Computer Science, Northeastern University, Boston, Massachusetts, United States of America

https://orcid.org/0000-0001-7751-2379

⨯
Heiko Zimmermann,

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

Affiliation Informatics Institute, University of Amsterdam, Amsterdam, Netherlands

https://orcid.org/0000-0001-9190-4328

⨯
Lucas Laird,

Roles Data curation, Software, Writing – review & editing

Affiliations Khoury College of Computer Science, Northeastern University, Boston, Massachusetts, United States of America, MIT Lincoln Laboratory, Lexington, Massachusetts, United States of America
⨯
Christian van der Loo,

Roles Data curation, Visualization

Affiliation MIT Lincoln Laboratory, Lexington, Massachusetts, United States of America

https://orcid.org/0000-0001-9625-1231

⨯
Neela Kaushik,

Roles Data curation, Software, Writing – review & editing

Affiliation MIT Lincoln Laboratory, Lexington, Massachusetts, United States of America
⨯
Rajmonda Caceres,

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

Affiliation MIT Lincoln Laboratory, Lexington, Massachusetts, United States of America

https://orcid.org/0000-0003-2236-4406

⨯
Jan-Willem van de Meent

Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

Affiliations Khoury College of Computer Science, Northeastern University, Boston, Massachusetts, United States of America, Informatics Institute, University of Amsterdam, Amsterdam, Netherlands

https://orcid.org/0000-0001-9465-5398

⨯

Probabilistic program inference in network-based epidemiological simulations

Niklas Smedemark-Margulies,
Robin Walters,
Heiko Zimmermann,
Lucas Laird,
Christian van der Loo,
Neela Kaushik,
Rajmonda Caceres,
Jan-Willem van de Meent

Published: November 7, 2022
https://doi.org/10.1371/journal.pcbi.1010591

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