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Design of a machine learning model for the precise manufacturing of green cementitious composites modified with waste granite powder

In this study, a machine learning model for the precise manufacturing of green cementitious composites modified with granite powder sourced from quarry waste was designed. For this purpose, decision tree, random forest and AdaBoost ensemble models were used and compared. A database was created conta...

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Detalles Bibliográficos
Autores principales: Czarnecki, Sławomir, Hadzima-Nyarko, Marijana, Chajec, Adrian, Sadowski, Łukasz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345902/
https://www.ncbi.nlm.nih.gov/pubmed/35918391
http://dx.doi.org/10.1038/s41598-022-17670-6