Improving accuracy of rutting prediction for mechanistic-empirical pavement design guide with deep neural networks

H Gong, Y Sun, Z Mei, B Huang - Construction and Building Materials, 2018 - Elsevier
Rutting in asphalt pavement is a critical design criterion in the Mechanistic-Empirical
Pavement Design Guide (MEPDG). However, many studies have shown that the rutting …

Determining the optimum amount of recycled asphalt pavement (RAP) in warm stone matrix asphalt using dynamic creep test

NB Jomoor, M Fakhri, MR Keymanesh - Construction and Building …, 2019 - Elsevier
This research is conducted to investigate the use of a laboratory experiment to evaluate the
influence of changes in the percentage of recycled asphalt pavement (RAP) content on …

Leaching and mechanical performance of rubberized warm mix asphalt modified through the chemical treatment of hazardous waste materials

A Mahpour, S Alipour, M Khodadadi, A Khodaii… - … and Building Materials, 2023 - Elsevier
Two main distresses of rutting and moisture damage of warm mix asphalt (WMA) are
evaluated using crumb rubber, as major additive. Treated waste polyethylene and waste …

Pozzolanic activity and environmental risk assessment of water-based drilling cuttings of shale gas

C Wang, S Chen, D Huang, Q Chen, M Tu, K Wu… - … and Building Materials, 2022 - Elsevier
In order to evaluate the application potential of water-based drilling cuttings (WDC) as
cementitious materials for building material admixtures, the physical and chemical …

Reuse of drill cuttings in hot mix asphalt mixture: A study on the environmental and structure performance

M Khodadadi, L Moradi, B Dabir, FM Nejad… - … and Building Materials, 2020 - Elsevier
The pollution caused by oil and gas drilling waste is among the major problems affecting the
oil industry. In this study, drill cuttings are used as an additive in the asphalt mixture for …

A data-driven model for phase angle behaviour of asphalt concrete mixtures based on convolutional neural network

F Hussain, Y Ali, M Irfan, M Ashraf, S Ahmed - Construction and Building …, 2021 - Elsevier
Selection of asphalt concrete (AC) mixtures with proper knowledge of its phase angle
characteristics is critical in designing flexible pavements and ensuring the maximum service …

Laboratory vibration testing and analysis of hot mix asphalt mixture under different loading patterns

M Khademzadeh, A Sarkar - Construction and Building Materials, 2024 - Elsevier
Analyzing asphalt mixtures' dynamic behavior under loading conditions is a highly effective
way to predict pavement service life and minimize failures. The most effective method to …

Effects of in-place volumetric properties on field rutting and cracking performance of asphalt pavement

W Zhang, S Shen, S Wu, X Chen, J Xue… - Journal of Materials in …, 2019 - ascelibrary.org
The effects of in-place volumetric properties on the rutting and cracking of asphalt pavement
are of great interest to the pavement industry. As such, the major objectives of this paper are …

Rutting and Fatigue Properties of Cellulose Fiber‐Added Stone Mastic Asphalt Concrete Mixtures

M Irfan, Y Ali, S Ahmed, S Iqbal… - Advances in Materials …, 2019 - Wiley Online Library
This paper investigates dynamic response, rutting resistance, and fatigue behavior of three
stone mastic asphalt (SMA) concrete mixtures selected on basis of nominal maximum …

[HTML][HTML] Experimental analysis and predictive modelling of linear viscoelastic response of asphalt mixture under dynamic shear loading

J Zhu, A Ahmed, S Said, Y Dinegdae, X Lu - Construction and Building …, 2022 - Elsevier
The use of predictive models can facilitate the inclusion of shear parameters in asphalt
mixture evaluation and design processes. Unlike more extensively studied tension …