Open access
Sep 2026
Machine Learning Modeling of Hardness–Depth Distribution of Nitrided Steels
Nitriding is an essential thermochemical surface treatment that enhances fatigue, wear, and corrosion resistance of steels. The resulting hardness and hardened layer thickness depend strongly on alloy composition and process conditions, yet accurate prediction across multi-component systems remains challenging. In th...
Sayaka Sekida, G. Miyamoto, Kenji Nagata et al.
· Metallurgical and Materials... · 0 citations