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Scientific papers

Modelling asphalt pavement analyzer rut depth using different statistical techniques

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Pages 117-142 | Received 11 May 2017, Accepted 23 May 2018, Published online: 04 Jun 2018

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Ali Juma Alnaqbi, Waleed Zeiada, Ghazi G. Al-Khateeb, Khaled Hamad & Samer Barakat. (2023) Creating Rutting Prediction Models through Machine Learning Techniques Utilizing the Long-Term Pavement Performance Database. Sustainability 15:18, pages 13653.
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Jian Liu, Chunru Cheng, Chuanfeng Zheng, Xudong Wang & Linbing Wang. (2023) Rutting prediction using deep learning for time series modeling and K-means clustering based on RIOHTrack data. Construction and Building Materials 385, pages 131515.
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Chunru Cheng, Chen Ye, Hailu Yang & Linbing Wang. (2023) Predicting Rutting Development of Pavement with Flexible Overlay Using Artificial Neural Network. Applied Sciences 13:12, pages 7064.
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Zhen Liu, Xingyu Gu & Hua Ren. (2023) Rutting prediction of asphalt pavement with semi-rigid base: Numerical modeling on laboratory to accelerated pavement testing. Construction and Building Materials 375, pages 130903.
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R Nanivskyi. (2023) The Influence of the Relative Motion Dynamics of the Wheeled Vehicle Sprung and Unsprung Part on the Motion Stability along Curved Road Sections. IOP Conference Series: Materials Science and Engineering 1277:1, pages 012003.
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Zhenqiang Han, Aimin Sha, Liqun Hu & Wei Jiang. (2023) Calibration of Inverted Asphalt Pavement Rut Prediction Model, Based on Full-Scale Accelerated Pavement Testing. Materials 16:2, pages 814.
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Bo Kou, Jinde Cao, Wei Huang & Tao Ma. (2023) The rutting model of semi-rigid asphalt pavement based on RIOHTRACK full-scale track. Mathematical Biosciences and Engineering 20:5, pages 8124-8145.
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Jinren Zhang, Jinde Cao, Wei Huang, Xinli Shi & Xingye Zhou. (2023) Rutting prediction and analysis of influence factors based on multivariate transfer entropy and graph neural networks. Neural Networks 157, pages 26-38.
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Qiao Dong, Xueqin Chen, Shi Dong & Fujian Ni. (2022) Data Analysis in Pavement Engineering: An Overview. IEEE Transactions on Intelligent Transportation Systems 23:11, pages 22020-22039.
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ZhuoXuan Li, XinLi Shi, JinDe Cao, XuDong Wang & Wei Huang. (2022) CPSO-XGBoost segmented regression model for asphalt pavement deflection basin area prediction. Science China Technological Sciences 65:7, pages 1470-1481.
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Waqas Haroon, Naveed Ahmad & Nuha Mashaan. (2022) Effect of Quartz Nano-Particles on the Performance Characteristics of Asphalt Mixture. Infrastructures 7:5, pages 60.
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R. Nanivskyi. (2022) NON-LINEAR TRANSVERSE-ANGULAR OSCILLATIONS OF SPRUNG AND UNSPRUNG PARTS OF WHEELED VEHICLES AND THEIR INFLUENCE ON TRAFFIC STABILITY. Collection of scientific works of the Military Institute of Kyiv National Taras Shevchenko University:76, pages 28-44.
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Maziar Mivehchi, Haifang Wen & Logan Cantrell. (2022) Systematic evaluation of effects of recycled materials and mix design parameters on the rutting and cracking performance of asphalt mixes. Journal of Cleaner Production 330, pages 129693.
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Qiao Dong, Xueqin Chen, Shi Dong & Jun Zhang. (2021) Classification of pavement climatic regions through unsupervised and supervised machine learnings. Journal of Infrastructure Preservation and Resilience 2:1.
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Mohammed Abbas Al-Jumaili & Hamid Athab Al-Jameel. (2021) Predicting a Model for Modified Asphalt Cement Rutting Parameters. Key Engineering Materials 895, pages 1-11.
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Yasir Ali, Fizza Hussain, Muhammad Irfan & Abdul Salam Buller. (2021) An eXtreme Gradient Boosting model for predicting dynamic modulus of asphalt concrete mixtures. Construction and Building Materials 295, pages 123642.
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Vaidas Lukoševičius, Rolandas Makaras & Andrius Dargužis. (2021) Assessment of Tire Features for Modeling Vehicle Stability in Case of Vertical Road Excitation. Applied Sciences 11:14, pages 6608.
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Wei Yan, Yangjia Ou, Jing Xie, Tuo Huang & Xinghai Peng. (2021) Study on Properties of Bone Glue/Polyurethane Composite Modified Asphalt and Its Mixture. Materials 14:14, pages 3769.
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Ayyaz Fareed, Syed Bilal Ahmed Zaidi, Naveed Ahmad, Imran Hafeez, Asif Ali & Malik Farooq Ahmad. (2020) Use of agricultural waste ashes in asphalt binder and mixture: A sustainable solution to waste management. Construction and Building Materials 259, pages 120575.
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Tao Fu, JianHui Wei, Huiming Bao & Junlin Liang. (2020) Multiscale Study on the Modification Mechanism of Red Mud Modified Asphalt. Advances in Materials Science and Engineering 2020, pages 1-9.
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Fatima Ashfaq, Imran Hafeez & Sabahat Hussan. (2020) Developing Non- Linear Relationship Among Factors Affecting the Rutting Susceptibility of Asphalt Mixtures Using Two Parameter Weibull Distribution. IOP Conference Series: Materials Science and Engineering 899:1, pages 012017.
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Murryam Hafeez, Naveed Ahmad, Mumtaz Kamal, Javaria Rafi, Muhammad Haq, Jamal, Syed Zaidi & Muhammad Nasir. (2019) Experimental Investigation into the Structural and Functional Performance of Graphene Nano-Platelet (GNP)-Doped Asphalt. Applied Sciences 9:4, pages 686.
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