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在预测FRP-混凝土界面键强度时,应用XGBoost模型,通过多算法合集进行优化

Yuxin Chen1, Yulin Zhang1, Chuanqi Li1

  • 1School of Resources and Safety Engineering, Central South University, Changsha 410083, China.

Materials (Basel, Switzerland)
|June 27, 2025
PubMed
概括

本研究介绍了一种先进的XGBoost模型,该模型使用Nevergrad进行了优化,以预测纤维增强聚合物 (FRP) -混凝土的结合强度. 新模型显著提高了预测准确性,并提供了对有影响力的设计因素的关键见解.

关键词:
FRP - 混凝土接口的接口从来没有gradgrad.一个XGBoost模型.债券强度预测 债券强度预测可以解释的机器学习

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