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Updated: Jun 9, 2025

Determination of the Mechanical Properties of Flexible Connectors for Use in Insulated Concrete Wall Panels
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Determination of the Mechanical Properties of Flexible Connectors for Use in Insulated Concrete Wall Panels

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在轴向压缩下的圆形聚合物CFST柱:预测和可靠性分析.

Khaled Megahed1, Nabil Said Mahmoud2, Saad Elden Mostafa Abd-Rabou2

  • 1Department of Structural Engineering, Mansoura University, PO BOX 35516, Mansoura, Egypt. k.megahed@mans.edu.eg.

Scientific reports
|November 1, 2024
PubMed
概括

机器学习模型准确地预测了聚合混凝土 (RBAC) 填充钢管 (RCFST) 柱的轴强度,优于当前的设计代码. 一个新的设计表达式为结构安全评估提供了实际准确性.

关键词:
贝叶斯优化 (BO) 技术是贝叶斯的优化技术.在 CatBoost 中使用 CatBoost.用混凝土填充的钢管.高斯过程回归的高斯过程回归.轻GBMM 轻GBM 轻GBM 轻GBM随机的森林随机的森林可靠性分析可靠性分析聚合物混凝土混凝土的使用柱子的柱子柱子.象征性回归是一种象征性回归.在XGBoost中使用.

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