About the Authors

Shiyue Li

Contributed equally to this work with: Shiyue Li, Yiling Wang

Roles Data curation, Methodology, Software, Validation, Visualization

Affiliation State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, China

Yiling Wang

Contributed equally to this work with: Shiyue Li, Yiling Wang

Roles Formal analysis, Methodology

Affiliation State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, China

Zhanpeng Shu

Roles Investigation, Methodology

Affiliation College of Electrical Engineering, Shanghai Dianji University, Shanghai, China

Ramon Grima

Roles Formal analysis, Investigation

Affiliation School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom

Qingchao Jiang

Roles Project administration, Supervision

qchjaing@ecust.edu.cn (QJ); z.cao@queensu.ca (ZC)

Affiliation State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, China

Zhixing Cao

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

qchjaing@ecust.edu.cn (QJ); z.cao@queensu.ca (ZC)

Affiliation Department of Chemical Engineering, Queen’s University, Kingston, Canada

Competing Interests

The authors have declared that no competing interests exist.