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Updated: Sep 10, 2025

Determination of the Mechanical Properties of Flexible Connectors for Use in Insulated Concrete Wall Panels
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使用机器学习技术预测可拆卸的剪连接器的最终负载能力

Ahmed I Saleh1, Nabil S Mahmoud2, Fikry A Salem2

  • 1Civil Engineering Department, Faculty of Engineering, Delta University for Science and Technology, Gamasa, Egypt. ahmed.saleh@deltauniv.edu.eg.

Scientific reports
|August 21, 2025
PubMed
概括

机器学习模型准确地预测钢混凝土结构中可拆卸的剪切连接器的负载能力. XGBoost和随机森林模型显示了最高的准确性,确定了螺栓直径和材料强度等关键因素.

关键词:
决策树可拆卸的剪切螺栓连接器K-最近的邻居 (KNN)一个拉索线性回归随机森林一个山脊支持向量的回归 (SVR)最终切割能力的预测一个小小的故事.

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