Predicting the Open Porosity of Industrial Mortar Applied on Different Substrates: A Machine Learning Approach

Predicting the Open Porosity of Industrial Mortar Applied on Different Substrates: A Machine Learning Approach

This study aims to evaluate the potential of machine learning algorithms (Random Forest and Support Vector Machine) in predicting the open porosity of a general-use industrial mortar applied to different substrates based on the characteristics of both the mortar and substrates. This study’s novelty...

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Bibliographic Details
Main Authors: Rafael Travincas, Maria Paula Mendes, Isabel Torres, Inês Flores-Colen
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
random forest
support vector machine
industrial mortar
substrate
prediction
Online Access:https://www.mdpi.com/2076-3417/14/23/10780
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