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Updated: Jun 22, 2025

Author Spotlight: Enhancing Fiber Composite Laminate Quality with the Wet Hand Lay-Up/Vacuum Bag Process
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基于机器学习的工程混凝土复合材料的关键机械性能数据驱动的预测

Shuangquan Qing1, Chuanxi Li2,3

  • 1Department of Civil Engineering, Changsha University of Science & Technology, Changsha, 410114, China. doc_qing@stu.csust.edu.cn.

Scientific reports
|July 3, 2024
PubMed
概括

机器学习可以准确地预测工程混凝土复合材料 (ECC) 的机械性能. 随机森林和XGBoost模型提供精确的估计,指导工程师在材料设计和优化以提高性能.

关键词:
工程制造的混凝土复合材料.机器学习是机器学习.机械性质 机械性质随机的森林随机的森林在XGBoost中使用.

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