Enhancing the mechanical properties’ performances coconut fiber and CDW composite in paver block: multiple AI techniques with a Performance analysis

Enhancing the mechanical properties’ performances coconut fiber and CDW composite in paver block: multiple AI techniques with a Performance analysis

Abstract The present research incorporates five AI methods to enhance and forecast the characteristics of building envelopes. In this study, Response Surface Methodology (RSM), Support Vector Machine (SVM), Gradient Boosting (GB), Artificial Neural Networks (ANN), and Random Forest (RF) machine lear...

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Bibliographic Details
Main Authors: G. Uday Kiran, G. Nakkeeran, Dipankar Roy, Sumant Nivarutti Shinde, George Uwadiegwu Alaneme
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Construction and Demolition waste
Coconut fibres
Paver block
Machine learning
Response Surface Methodology (RSM)
Support Vector Machine (SVM)
Online Access:https://doi.org/10.1038/s41598-024-83394-4
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https://doi.org/10.1038/s41598-024-83394-4

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