Results 231 to 240 of about 11,979,642 (312)

A physic-guided YOLO framework for pavement deformation distress detection. [PDF]

open access: yesSci Rep
Sheikholeslami D   +4 more
europepmc   +1 more source

Machine Learning Approach to Predict International Roughness Index Using Long-Term Pavement Performance Data

Journal of Transportation Engineering Part B: Pavements, 2021
Mahour Parast   +2 more
exaly   +2 more sources

Machine learning based pavement performance prediction for data-driven decision of asphalt pavement overlay

Structure and Infrastructure Engineering, 2023
This study is to develop pavement performance models using support vector regression and ensemble machine learning methods for selection of pavement overlay strategy. Predictive models of pavement distresses were developed based on the Long-Term Pavement
Jingnan Zhao, Hao Wang
semanticscholar   +1 more source

An ensemble learning model for asphalt pavement performance prediction based on gradient boosting decision tree

International Journal of Pavement Engineering, 2021
This paper proposes an ensemble learning model that deploys a Gradient Boosting Decision Tree (GBDT) to predict two relevant functional indices, the International roughness index (IRI) and the rut depth (RD), considering multiple influence factors.
Runhua Guo, Donglei Fu, G. Sollazzo
semanticscholar   +1 more source

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

Transportation Research Record, 2022
Accurate pavement performance forecasting is critical in supporting transportation agencies’ predictive maintenance strategies: programs that prolong pavement service life while using fewer resources.
Micah Mers   +3 more
semanticscholar   +1 more source

Autonomous trucks’ (ATs) lateral distribution and asphalt pavement performance

International Journal of Pavement Engineering, 2022
Recent research studies have provided useful insights into the impact of the Autonomous Trucks ’s (AT) wheel wander on pavement performance. However, only a single road structure, asphalt mix stiffness and asphalt mix thickness are considered in these ...
K. Georgouli, C. Plati
semanticscholar   +1 more source

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