Nature

Prediction of ultimate load capacity of demountable shear stud connectors using machine learning techniques

This study investigates the use of machine learning (ML) models to predict the ultimate load capacity of demountable shear connectors in steel–concrete composite structures. A dataset of 239 ...
Nature

Machine learning framework for predicting the shear capacity of demountable bolted connectors in composite beams

Steel–concrete composite beams are increasingly adopted in modern construction owing to their high strength, stiffness, and efficiency. Conventional welded shear connectors, while effective, hinder ...