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Research article

First published 2023-1

Recurrent Neural Networks for Pavement Performance Forecasting: Review and Model Performance Comparison

Micah Mers, Zhongyu Yang, Yung-An Hsieh [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2000

Forecasting of Pavement Crack Performance with Adaptive Filter Model

Zhenyu Lou, Jian John Lu, Manjriker Gunaratne [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2021-11

Five-Year Project-Level Statewide Pavement Performance Forecasting Using a Two-Stage Machine Learning Approach Based on Long Short-Term Memory

Alexander W. Bukharin, Zhongyu Yang, Yichang (James) Tsai

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-11

Ensemble Machine Learning Classification Models for Predicting Pavement Condition

Frederick Chung, Andy Doyle, Ernay Robinson [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2016

Three-Stage Least Squares Analysis of Postrehabilitation Pavement Performance

M. Tawfiq Sarwar, Panagiotis C. Anastasopoulos

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2006

Modeling Crack Deterioration of Flexible Pavements

Jidong Yang, Jian John Lu, Manjriker Gunaratne [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2011-1

Development and Validation of Pavement Performance Models for the State of Maryland

Edith Arambula, Renju George, Weixian Xiong [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2014-1

Modeling and Analyzing Budget-Constrained Pavement Preservation Strategies

Timothy C. Rydholm, David R. Luhr

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2022-4

Research on Performance Prediction of Highway Asphalt Pavement Based on Grey–Markov Model

Yunsheng Zhu, Jinxu Chen, Kaifeng Wang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2022-9

Heterogeneous Markov Chain Model to Predict Pavement Performance and Deterioration

Jhenyffer Lorrany Matias de Oliveira, Gary Davis, Alireza Khani [...]

Transportation Research Record: Journal of the Transportation Research Board

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