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通过混合机器学习方法提高UHPC光束的剪切强度预测

Sanjog Chhetri Sapkota1, Ajad Shrestha2, Moinul Haq3

  • 1Department of Civil Engineering, Sharda University, Greater Noida, 201310, India.

Scientific reports
|August 2, 2025
PubMed
概括

通过新的混合机器学习模型,预测超高性能混凝土 (UHPC) 梁切割强度得到了改进. 这些模型将优化算法与极端梯度提升集成在一起,为更安全的结构工程提供高度准确和可解释的预测.

关键词:
极端梯度提升 (XGB) 的使用巨型甲鸟优化 (GOA) 的一个例子.鱼海优化 (LSA) 是一种方法.沙普利的添加剂解释 (SHAP)斑点的羊优化 (SHO) 方法超高性能混凝土 (UHPC) 是一种超高性能混凝土.

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