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Insights and analysis of machine learning for benzene hydrogenation to cyclohexene

SUN Chao ZHANG Bin

燃料化学学报(中英文)2026,Vol.54Issue(2):P.133-139,7.
燃料化学学报(中英文)2026,Vol.54Issue(2):P.133-139,7.DOI:10.1016/S1872-5813(25)60608-6

Insights and analysis of machine learning for benzene hydrogenation to cyclohexene

SUN Chao 1ZHANG Bin2

作者信息

  • 1. State Key Laboratory of Coal Conversion,Institute of Coal Chemistry,Chinese Academy of Sciences,Taiyuan 030001,China Center of Materials Science and Optoelectronics Engineering,University of Chinese Academy of Sciences,Beijing 100049,China
  • 2. State Key Laboratory of Coal Conversion,Institute of Coal Chemistry,Chinese Academy of Sciences,Taiyuan 030001,China
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摘要

关键词

machine learning/heterogeneous catalysis/hydrogenation of benzene/XGBoost

分类

化学化工

引用本文复制引用

SUN Chao,ZHANG Bin..Insights and analysis of machine learning for benzene hydrogenation to cyclohexene[J].燃料化学学报(中英文),2026,54(2):P.133-139,7.

基金项目

Supported by CAS Basic and Interdisciplinary Frontier Scientific Research Pilot Project(XDB1190300,XDB1190302) (XDB1190300,XDB1190302)

Youth Innovation Promotion Association CAS(Y2021056) (Y2021056)

Joint Fund of the Yulin University and the Dalian National Laboratory for Clean Energy(YLU-DNL Fund 2022007) (YLU-DNL Fund 2022007)

The special fund for Science and Technology Innovation Teams of Shanxi Province(202304051001007)。 (202304051001007)

燃料化学学报(中英文)

2097-213X

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