Stiffness Moduli Modelling and Prediction in Four-Point Bending of Asphalt Mixtures: A Machine Learning-Based Framework

Stiffness Moduli Modelling and Prediction in Four-Point Bending of Asphalt Mixtures: A Machine Learning-Based Framework

Stiffness modulus represents one of the most important parameters for the mechanical characterization of asphalt mixtures (AMs). At the same time, it is a crucial input parameter in the process of designing flexible pavements. In the present study, two selected mixtures were thoroughly investigated...

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Bibliographic Details
Main Authors: Nicola Baldo, Fabio Rondinella, Fabiola Daneluz, Pavla Vacková, Jan Valentin, Marcin D. Gajewski, Jan B. Król
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:CivilEng
Subjects:
stiffness modulus
asphalt mixture
machine learning
categorical boosting
artificial neural network
Online Access:https://www.mdpi.com/2673-4109/4/4/59

Internet

https://www.mdpi.com/2673-4109/4/4/59

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