[HTML][HTML] An overview of asphalt pavement design for streets and roads

LR Vásquez-Varela, FJ García-Orozco - Revista Facultad de …, 2021 - scielo.org.co
Pavements constitute a geotechnical problem since they are built on the ground and with
materials obtained from it: untreated, such as soils and rocks, and processed as hydraulic …

[HTML][HTML] A Critical Review of Pavement Design Methods Based on a Climate Approach

JF Mendoza-Sanchez, EM Alonso-Guzman… - Sustainability, 2024 - mdpi.com
The design of flexible road pavements is a complex process as a result of the multiple
variables that influence and interact in the models that allow the design of each layer. In …

Modeling resilient modulus of fine-grained materials using different statistical techniques

MA Khasawneh, NF Al-jamal - Transportation Geotechnics, 2019 - Elsevier
For the realistic prediction of pavement performance, it is very important to accurately
characterize the mechanical behavior of unbound material layers and subgrade soils. In …

Artificial neural networks for flexible pavement

R Bayat, S Talatahari, AH Gandomi, M Habibi… - Information, 2023 - mdpi.com
Transportation agencies are primarily responsible for building new roads and maintaining
current roads. The main focuses of these agencies are to prioritize maintenance and make …

[HTML][HTML] Non-destructive evaluation of sustainable pavement technologies using artificial neural networks

F Leiva-Villacorta, A Vargas-Nordcbeck… - International Journal of …, 2017 - Elsevier
Abstract Evaluation and characterization of pavements that incorporate sustainable
technologies and materials such as warm mix asphalt (WMA) and Reclaimed Asphalt …

Urban road infrastructure maintenance planning with application of neural networks

I Marović, I Androjić, N Jajac, T Hanák - Complexity, 2018 - Wiley Online Library
The maintenance planning within the urban road infrastructure management is a complex
problem from both the management and technoeconomic aspects. The focus of this …

Comparison of feed-forward, cascade-forward, and Elman algorithms models for determination of the elastic modulus of pavement layers

M Mostafa Elshamy, A Nikolaevich Tiraturyan… - Proceedings of the …, 2021 - dl.acm.org
This research presents the ability of three different types of artificial neural networks (ANN)
algorithms to predict the elastic modulus of flexible asphalt pavements subject to dynamic …

[HTML][HTML] Evaluation of the elastic modulus of pavement layers using different types of neural networks models

MMM Elshamy, AN Tiraturyan… - … Research (Rostov-on …, 2021 - cyberleninka.ru
Introduction. This paper studies the capability of different types of artificial neural networks
(ANN) to predict the modulus of elasticity of pavement layers for flexible asphalt pavement …

[PDF][PDF] Utilization of soil stabilization with cement and copper slag as subgrade materials in road embankment construction

J Shahiri, M Ghasemi - International Journal of Transportation Engineering, 2017 - ijte.ir
In this study, unconfined compression tests have been conducted to investigate the impacts
of copper slag on mechanical characteristics for stabilized cement and un-stabilized soil …

ANNFAA: artificial neural network-based tool for the analysis of Federal Aviation Administration's rigid pavement systems

A Rezaei Tarahomi, O Kaya, H Ceylan… - … Journal of Pavement …, 2022 - Taylor & Francis
ABSTRACT Three-dimensional Finite Element (3D-FE) stress computations involved in the
current rigid airport pavement design methodology, are time consuming when considering …