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Chen Foci

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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An Integrated Predictive Framework for Resilient Modulus Estimation: Utilizing Long-Term Pavement Performance Data with Shapley Additive Explanations and Extreme Gradient Boosting Modelling

Number of pages: 42 Posted: 16 Jun 2025
Ishfaq Rashid Sheikh, Zhang Ming, Xiaohui Sun, Chen Changqing, Xiangsheng Chen, Zijun Dong and Chen Foci
Shenzhen University, Harbin Institute of Technology, Shenzhen University, affiliation not provided to SSRN, Shenzhen University, Shenzhen University and affiliation not provided to SSRN
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Abstract:

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Resilient modulus prediction, Machine learning, XGBoost, SHAP interpretability, LTPP database, Pavement engineering