About the Authors

Wai Kit Ong

Contributed equally to this work with: Wai Kit Ong, Dylan K. Courtney

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

Affiliations Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America, DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America

Dylan K. Courtney

Contributed equally to this work with: Wai Kit Ong, Dylan K. Courtney

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

Affiliations Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America, DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America

Shu Pan

Roles Conceptualization, Data curation, Formal analysis, Investigation, Writing – review & editing

Affiliations Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America, DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America

Ramon Bonela Andrade

Roles Investigation, Writing – review & editing

Affiliation Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America

Patricia J. Kiley

Roles Supervision, Writing – review & editing

Affiliations DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America, Department of Biomolecular Chemistry, University of Wisconsin – Madison, Madison, Wisconsin, United States of America

Brian F. Pfleger

Roles Supervision, Writing – review & editing

Brian.pfleger@wisc.edu

Affiliations Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America, DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America

Jennifer L. Reed

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

Affiliations Department of Chemical and Biological Engineering, University of Wisconsin – Madison, Madison, Wisconsin, United States of America, DOE Great Lakes Bioenergy Research Center, Univ. of Wisconsin-Madison – Madison, Madison, Wisconsin, United States of America

Competing Interests

The authors have declared that no competing interests exist.