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通过使用机器学习方法,间接预测石墨烯纳米板块强化水泥复合材料的压力强度

Muhammad Fawad1,2, Hisham Alabduljabbar3, Furqan Farooq4,5

  • 1Department of Structural Engineering, Faculty of Civil Engineering, Silesian University of Technology, Akademicka 2, 44-100, Gliwice, Poland. Muhammad.Fawad@polsl.pl.

Scientific reports
|June 20, 2024
PubMed
概括

机器学习模型准确地预测了水泥中石墨烯纳米板块的压力强度. CatBoost 模型显示出极高的效率,并强调了石墨烯纳米板块厚度作为关键因素.

关键词:
压力强度的压力强度是什么石墨烯纳米板块是一种机器学习是机器学习.预测模型的预测模型.在SHAP分析中,我们分析了SHAP.

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