Moutaman M. Abbas

Modeling the concrete carbonation depth using a physics-guided CatBoost algorithm

Purpose This study aims to develop a physics-informed machine learning framework to improve carbonation depth prediction in reinforced concrete by integrating mechanistic knowledge with data-driven learning. Design/methodology/approach A CatBoost model incorporating ten physics-g...