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Updated: Jan 17, 2026

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可解释的机器学习辅助设计金属氧化物催化剂通过解码CO2的关键描述符-辅助脱

Qiwen Guo1,2, Jun Hu1,2, Qingchun Yang1,2

  • 1School of Chemistry and Chemical Engineering, Hefei University of Technology, Hefei 230009, China.

ACS applied materials & interfaces
|January 14, 2026
PubMed
概括

机器学习加速了CO2辅助脱 (CO2-PDH) 催化剂的发现. 一个可解释的框架确定了最佳的催化剂和关键性能描述符,使高产率材料的高效设计成为可能.

关键词:
自动化的超参数调.催化剂优化 催化剂优化解释性分析 解释性分析机器学习是机器学习.甲脱的方法 甲脱

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