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使用混合机器学习模型预测微石灰稳定硫酸盐沙的强度,这些模型是使用子搜索算法进行优化的

Shufeng Chen1, Boli Liu1, Huanhuan Li2

  • 1Shaanxi Key Laboratory of Safety and Durability of Concrete Structures, Xijing University, Xi'an, 710123, China.

Scientific reports
|December 18, 2025
PubMed
概括

预测微石稳定硫酸盐沙 (MSLSS) 的无限制压力强度 (UCS) 对基础设施设计至关重要. 通过Sparrow Search Algorithm (SSA) 优化的混合机器学习模型显著提高了UCS的预测准确性.

关键词:
机器学习 机器学习土壤稳定土壤稳定斯帕罗搜索算法 (Sparrow search algorithm) 是一个非常简单的搜索算法.硫酸盐砂是一种硫酸盐砂.没有限制的压力强度.

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