Combining machine learning and iterative experiments to keep pace with emerging viral variants of concern

• Thomas Sheffield,

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

  Affiliation Biosecurity and Bioassurance, Sandia National Laboratories, Livermore, California, United States of America

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• Ryan C. Bruneau,

  Roles Validation, Writing – original draft

  Affiliation Biotechnology and Bioengineering, Sandia National Laboratories, Livermore, California, United States of America

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• Stephen Won,

  Roles Validation, Writing – original draft

  Affiliation Biotechnology and Bioengineering, Sandia National Laboratories, Livermore, California, United States of America

  https://orcid.org/0009-0002-2942-1338

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• Kenneth L. Sale,

  Roles Supervision, Writing – review & editing

  Affiliation Biosecurity and Bioassurance, Sandia National Laboratories, Livermore, California, United States of America

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• Brooke Harmon ,

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

  * E-mail: lpham@sandia.gov (LTMP), bharmon@sandia.gov (BH)

  Affiliation Biotechnology and Bioengineering, Sandia National Laboratories, Livermore, California, United States of America

  https://orcid.org/0000-0003-0621-5320

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• Le Thanh Mai Pham

  Roles Conceptualization, Formal analysis, Methodology, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: lpham@sandia.gov (LTMP), bharmon@sandia.gov (BH)

  Affiliation Bioresource and Environmental Security, Sandia National Laboratories, Livermore, California, United States of America

  https://orcid.org/0000-0001-8020-1256

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