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Machine learning-based prediction and optimization of the cellulose conversion process for levulinic acid production

ZHAO Huiting XIE Yujiao XU Dongqian DONG Fangxu CUI Hongyou

燃料化学学报(中英文)2026，Vol.54Issue(7)：P.250-269,20.

燃料化学学报(中英文)2026，Vol.54Issue(7)：P.250-269,20.DOI:10.1016/S1872-5813(26)60665-2

Machine learning-based prediction and optimization of the cellulose conversion process for levulinic acid production

ZHAO Huiting ¹XIE Yujiao ¹XU Dongqian ¹DONG Fangxu ¹CUI Hongyou¹

作者信息

1. School of Chemistry and Chemical Engineering,Shandong University of Technology,Zibo 255000,China
折叠

摘要

关键词

machine learning/cellulose conversion/levulinic acid/metal salt catalysts/gradient boosting regression

分类

化学化工

引用本文复制引用

ZHAO Huiting,XIE Yujiao,XU Dongqian,DONG Fangxu,CUI Hongyou..Machine learning-based prediction and optimization of the cellulose conversion process for levulinic acid production[J].燃料化学学报(中英文),2026,54(7):P.250-269,20.

基金项目

Supported by the National Natural Science Foundation of China(22508228,22378238)。（22508228,22378238）

燃料化学学报(中英文)

ISSN：2097-213X

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