Bayesian optimization and machine learning for vaccine formulation development

• Lillian Li ,

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

  * E-mail: lillian.li@sanofi.com

  Affiliation Vaccine CMC Development & Supply, Sanofi, Toronto, Ontario, Canada

  https://orcid.org/0009-0009-1625-0059

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• Sung-In Back,

  Roles Data curation, Formal analysis, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Vaccine CMC Development & Supply, Sanofi, Toronto, Ontario, Canada

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• Jian Ma,

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

  Affiliation Vaccine CMC Development & Supply, Sanofi, Toronto, Ontario, Canada

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• Yawen Guo,

  Roles Data curation, Formal analysis, Methodology, Writing – review & editing

  Current address: Drug Product Development, Catalent Biologics Limoges, Limoges, France

  Affiliation Vaccine CMC Development & Supply, Sanofi, Marcy-L’ Etoile, France

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• Thomas Galeandro-Diamant,

  Roles Formal analysis, Methodology, Software, Validation, Writing – review & editing

  Affiliation ChemAI Ltd. West Hill House, Allerton Hill, Chapel Allerton, Leeds, United Kingdom

  https://orcid.org/0000-0002-1068-013X

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• Didier Clénet

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

  Affiliation Vaccine CMC Development & Supply, Sanofi, Marcy-L’ Etoile, France

  https://orcid.org/0000-0002-8395-9430

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