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

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

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 containing 216 sets of data based on an experimental study. The database consists of parameters such as the percentage of cement substituted with granite powder, time of testing and curing conditions.

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

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

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