Machine learning framework for predicting failure mode and shear capacity of ultra high performance concrete beams

Roya Solhmirzaei,Hadi Salehi,Venkatesh Kodur,M.Z. Naser

Engineering Structures（2020）

引用 98|浏览4

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摘要

•A machine learning framework is developed to predict failure mode of UHPC beams.•Genetic programing algorithms is applied for predicting shear capacity of UHPC beams.•The proposed expressions can be utilized in practice for design of UHPC beams.

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关键词

Ultra high performance concrete (UHPC),Machine learning,Failure mode,Shear capacity,Artificial intelligence,Data-driven framework

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