V.W. Chen

Master thesis (1)

1 records found

Interpretable Machine Learning for Shear Strength Determination in Dikes Using Cone Penetration Tests

Master thesis (2025) - V.W. Chen (author) , C. Jommi (mentor) , S. Muraro (graduation committee member) , Riccardo Taormina (graduation committee member)

This thesis performed a novel approach to shear strength determination using cone penetration tests and weather data to predict undrained shear strength and volumetric water content. Through SHAP feature importance analysis, models were interpreted and improved through feature en ...