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On the Use of Machine Learning Models for Prediction of Compressive Strength of Concrete: Influence of Dimensionality Reduction on the Model Performance

Compressive strength is the most significant metric to evaluate the mechanical properties of concrete. Machine Learning (ML) methods have shown promising results for predicting compressive strength of concrete. However, at present, no in-depth studies have been devoted to the influence of dimensiona...

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Detalles Bibliográficos
Autores principales: Wan, Zhi, Xu, Yading, Šavija, Branko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7913490/
https://www.ncbi.nlm.nih.gov/pubmed/33546376
http://dx.doi.org/10.3390/ma14040713