A. M. Sarman

Machine Learning for Structural Steels: Materials Design, Property Prediction, Durability, and Future Directions

This structured critical review examines ML applications to materials and process design, microstructural characterization, mechanical-property prediction, corrosion, fire and elevated-temperature performance, fatigue, fracture, and remaining-life assessment and shows that model suitability depends strongly on data mod...