About the Authors

Zhiyu Wang

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

Affiliations Department of Chemical and Materials Engineering, Lyuliang University, Lyuliang, Shanxi, China, Institute of New Carbon-Based Materials and Zero-Carbon and Negative-Carbon Technology, Lyuliang University, Lyuliang, Shanxi, China

Qiang Pei

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

Current Address: National and local joint engineering laboratory of advanced road materials, Taiyuan, Shanxi Province, China

Affiliation National and Local Joint Engineering Laboratory of Advanced Road Materials, Taiyuan, Shanxi, China

Kunjie Li

Roles Conceptualization, Formal analysis, Investigation, Project administration, Writing – original draft, Writing – review & editing

Current Address: National and local joint engineering laboratory of advanced road materials, Taiyuan, Shanxi Province,China

Affiliation National Key Laboratory of Coal and Coalbed Methane Mining, Taiyuan, Shanxi, China

Zhonghui Wang

Roles Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing

Affiliations Department of Chemical and Materials Engineering, Lyuliang University, Lyuliang, Shanxi, China, Institute of New Carbon-Based Materials and Zero-Carbon and Negative-Carbon Technology, Lyuliang University, Lyuliang, Shanxi, China

Xiaodong Huo

Roles Conceptualization, Data curation, Supervision, Writing – original draft, Writing – review & editing

Affiliations Department of Chemical and Materials Engineering, Lyuliang University, Lyuliang, Shanxi, China, Institute of New Carbon-Based Materials and Zero-Carbon and Negative-Carbon Technology, Lyuliang University, Lyuliang, Shanxi, China

Yongwei Wang

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

Affiliations Department of Chemical and Materials Engineering, Lyuliang University, Lyuliang, Shanxi, China, Institute of New Carbon-Based Materials and Zero-Carbon and Negative-Carbon Technology, Lyuliang University, Lyuliang, Shanxi, China

Yanfang Li

Roles Data curation, Formal analysis, Validation, Writing – original draft, Writing – review & editing

Current Address: Department of Chemical and Materials Engineering, Lyuliang University, Lyuliang. Lyuliang, China

Affiliations Department of Chemical and Materials Engineering, Lyuliang University, Lyuliang, Shanxi, China, Institute of New Carbon-Based Materials and Zero-Carbon and Negative-Carbon Technology, Lyuliang University, Lyuliang, Shanxi, China

Shaoqi Kong

Roles Investigation, Methodology, Software, Validation, Visualization

kongshaoqi@tyut.edu.cn

Current Address: College of Mining Engineering, Taiyuan University of Technology, Taiyuan, Shanxi Province, China

Affiliation College of Mining Engineering, Taiyuan University of Technology, Taiyuan, Shanxi, China

Competing Interests

The author declares that there are no conflicts of interest.