Prediction of the durability of high-performance concrete using an integrated RF-LSSVM model

Yang Liu,Yuan Cao,Lei Wang,Zhen-Song Chen,Yawei Qin

Construction and Building Materials（2022）

引用 30|浏览5

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摘要

•The predction framework of RF-LSSVM is obtained.•The model can be applied to a wider range of concrete research fields.•The prediction results can provide reference for the optimization design of concrete mix.•The RF-LSSVM can be used for diversifying scenarios.

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关键词

High-performance concrete,Chloride ion permeability coefficient,Prediction of permeability,Random forest,Least squares support vector machine

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