About the Authors

Miaoxin Zhang

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

Affiliation Key Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, China

Jingchun Wu

Roles Conceptualization, Formal analysis, Funding acquisition, Resources, Supervision, Writing – review & editing

w6529@163.com

Affiliation Key Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, China

Liyuan Cai

Roles Data curation, Formal analysis, Investigation, Methodology

Affiliation Key Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, China

Bo Li

Roles Data curation, Validation

Affiliation Key Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, China

Yang Zhao

Roles Data curation, Methodology

Affiliation Key Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, China

Yangyang Hou

Roles Data curation, Methodology

Affiliation Key Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, China

Fang Shi

Roles Funding acquisition, Project administration

Affiliation Key Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, China

Chunlong Zhang

Roles Funding acquisition

Affiliation Daqing Yongzhu Petroleum Technology Development Co Ltd., Daqing, China

Competing Interests

he authors have declared that no competing interests exist.