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

Abstract 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 crea...

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Bibliographic Details
Main Authors: Sławomir Czarnecki, Marijana Hadzima-Nyarko, Adrian Chajec, Łukasz Sadowski
Format: Article
Language:English
Published: Nature Portfolio 2022-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-17670-6