期刊论文

Ting Xiong<&wdkj&>Hailong Li

英文

Chemical Engineering Journal

1385-8947

2024

485

149862

10.1016/j.cej.2024.149862

CRediT authorship contribution statement Lijian Leng: Conceptualization, acquisition, Project administration, Writing – original draft, Writing – review & editing. Xinni Lei: Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing. Naif Abdullah Al-Dhabi: Methodology, Writing – review & editing. Zhibin Wu: Writing – review & editing. Zequn Yang: Validation. Tanghao Li: Writing – review & editing. Weijin Zhang: Writing – review & editing. Wei Liu: Writing – review & editing. Hao

本校为其他机构

Biochar, derived through biomass pyrolysis, is an emerging carbonaceous material with significant potential in various applications. The performance of biochar in applications depends heavily on its surface characteristics, including its content of N-containing functional groups. In this study, machine learning (ML) was used for the prediction and engineering of biochar N-containing functional groups, specifically amine-N (N-A), pyrrolic-N (N-5), and pyridinic-N (N-6). The single-target random forest model accurately predicted N recovery in bio...