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Machine learning approaches for predicting the structural number of flexible pavements based on subgrade soil properties

Abstract This study presents a machine learning approach to predict the structural number of flexible pavements using subgrade soil properties and environmental conditions. Four algorithms were evaluated, including random forest, extreme gradient boosting, gradient boosting, and K nearest neighbors....

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Sábháilte in:
Sonraí bibleagrafaíochta
Príomhchruthaitheoir: Asadullah Ziar
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: Nature Portfolio 2025-08-01
Sraith:Scientific Reports
Ábhair:
Rochtain ar líne:https://doi.org/10.1038/s41598-025-13852-0
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