Empirical Model for the Retained Stability Index of Asphalt Mixtures Using Hybrid Machine Learning Approach

Empirical Model for the Retained Stability Index of Asphalt Mixtures Using Hybrid Machine Learning Approach

Moisture susceptibility is a complex phenomenon that induces various distresses in asphalt pavements and can be assessed by the Retained Stability Index (RSI). This study proposes a robust model to predict the RSI using a hybrid machine learning technique, including Artificial Neural Network (ANN) a...

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Bibliographic Details
Main Authors: Yazeed S. Jweihan, Mazen J. Al-Kheetan, Musab Rabi
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Applied System Innovation
Subjects:
moisture damage
machine learning
asphalt pavement
relative importance
Online Access:https://www.mdpi.com/2571-5577/6/5/93

Internet

https://www.mdpi.com/2571-5577/6/5/93

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