Predicting Marshall stability and flow parameters in asphalt pavements using explainable machine-learning models

The traditional method for determining the Marshall stability (MS) and Marshall flow (MF) of asphalt pavements is laborious, time consuming, and costly. This study aims to predict these parameters using explainable machine-learning techniques. A comprehensive database comprising 721 hot mix asphalt...

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Bibliographic Details
Main Authors: Ibrahim Asi, Yusra I. Alhadidi, Taqwa I. Alhadidi
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Transportation Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666691X24000563
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