Calculation of the mechanical properties of high‐performance concrete employing hybrid and ensemble‐hybrid techniques
Leilei Zhang,
Yuwei Zhao
Abstract:This study aims to execute machine learning methods to predict the mechanical properties containing TS and CS of HPC. They are essential parameters for the durability, workability, and efficiency of concrete structures in civil engineering. In this regard, obtaining the estimation of the mechanical properties of HPC is complex energy and time‐consuming. Due to this, an observed database was compiled, including 168 datasets for CS and 120 for TS. This database trained and validated two machine learning models: … Show more
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