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Articles

Modelling of pavement performance evolution considering uncertainty and interpretability: a machine learning based framework

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Pages 5211-5226 | Received 24 Apr 2021, Accepted 30 Oct 2021, Published online: 12 Nov 2021

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Linyi Yao, Zhen Leng, Jiwang Jiang, Chenze Fang & Fujian Ni. (2023) Effects of traffic load amplitude sequence on the cracking performance of asphalt pavement with a semi-rigid base. International Journal of Pavement Engineering 24:1.
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Feng Xiao, Xinyu Chen, Shunxin Yang & Jianchuan Cheng. (2023) Bi-objective pavement maintenance and rehabilitation optimization decision-making model incorporating the construction length of preventive maintenance projects. Structure and Infrastructure Engineering 0:0, pages 1-15.
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Feng Xiao, Xinyu Chen, Jianchuan Cheng, Shunxin Yang & Yang Ma. (2022) Establishment of probabilistic prediction models for pavement deterioration based on Bayesian neural network. International Journal of Pavement Engineering 0:0, pages 1-16.
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Yajin Han, Zhu Zhang, Jiahao Tian, Fujian Ni & Xingyu Gu. (2023) Long-Term In Situ Performance Evaluation of Epoxy Asphalt Concrete for Long-Span Steel Bridge Deck Pavement. Coatings 13:3, pages 545.
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Salvatore Bruno, Stefania Colonnese, Gaetano Scarano, Giulia Del Serrone & Giuseppe Loprencipe. (2022) Pavement Distress Estimation via Signal on Graph Processing. Sensors 22:23, pages 9183.
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Linyi Yao, Zhen Leng, Jiwang Jiang & Fujian Ni. (2022) Large-Scale Maintenance and Rehabilitation Optimization for Multi-Lane Highway Asphalt Pavement: A Reinforcement Learning Approach. IEEE Transactions on Intelligent Transportation Systems 23:11, pages 22094-22105.
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