About the Authors

Claire N. Bedbrook

Contributed equally to this work with: Claire N. Bedbrook, Kevin K. Yang

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

Affiliation Division of Biology and Biological Engineering; California Institute of Technology; Pasadena, California; United States of America

Kevin K. Yang

Contributed equally to this work with: Claire N. Bedbrook, Kevin K. Yang

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

Affiliation Division of Chemistry and Chemical Engineering; California Institute of Technology; Pasadena, California; United States of America

Austin J. Rice

Roles Conceptualization, Methodology, Visualization, Writing – review & editing

Affiliation Division of Chemistry and Chemical Engineering; California Institute of Technology; Pasadena, California; United States of America

Viviana Gradinaru

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Division of Biology and Biological Engineering; California Institute of Technology; Pasadena, California; United States of America

Frances H. Arnold

Roles Conceptualization, Project administration, Supervision, Writing – review & editing

fha@cheme.caltech.edu

Affiliations Division of Biology and Biological Engineering; California Institute of Technology; Pasadena, California; United States of America, Division of Chemistry and Chemical Engineering; California Institute of Technology; Pasadena, California; United States of America

Competing Interests

Authors declare no competing interests.