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Yiren Sun

Gradient Boosted Models for Enhancing Fatigue Cracking Prediction in Mechanistic-Empirical Pavement Design Guide
Investigating Impacts of Asphalt Mixture Properties on Pavement Performance Using LTPP Data through Random Forests
Neural Networks for Fatigue Cracking Prediction Using Outputs from Pavement Mechanistic-Empirical Design
Improving Accuracy of Rutting Prediction for Mechanistic-Empirical Pavement Design Guide with Deep Neural Networks
Use of Random Forests Regression for Predicting IRI of Asphalt Pavements

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