Machine Learning‑Based Prediction and Interpretability of Asphalt Mixture Stiffness Using Random Forest and SHAP Analysis
Haydar Raheem Hmoud; Haider Khalil Aljbory
Accurate prediction of the indirect tensile stiffness modulus (ITSM) of asphalt mixtures is essential for optimizing pavement performance and durability. Traditional regression approaches often fail to capture nonlinear interactions among mixture ...