Machine learning framework for assessment of microbial factory performance

• Tolutola Oyetunde,

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

  Affiliation Department of Energy, Environmental and Chemical Engineering, Washington University, Saint Louis, Missouri, United States of America

  http://orcid.org/0000-0002-3875-8613

  ⨯
• Di Liu,

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

  Current address: Sandia National Laboratory, Livermore, California, United States of America

  Affiliation Department of Energy, Environmental and Chemical Engineering, Washington University, Saint Louis, Missouri, United States of America

  ⨯
• Hector Garcia Martin,

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

  Affiliations DOE Joint BioEnergy Institute, Emeryville, California, United States of America, DOE Agile BioFoundry, Emeryville, California, United States of America, Biological Systems and Engineering Division, Lawrence Berkeley National Lab, Berkeley, California, United States of America, BCAM, Basque Center for Applied Mathematics, Bilbao, Spain

  http://orcid.org/0000-0002-4556-9685

  ⨯
• Yinjie J. Tang

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: yinjie.tang@seas.wustl.edu

  Affiliation Department of Energy, Environmental and Chemical Engineering, Washington University, Saint Louis, Missouri, United States of America

  ⨯