crossrefJournal of Manufacturing and Materials Processing2025-08-03Cited by 6
Hyperparameter Tuning of Artificial Neural Network-Based Machine Learning to Optimize Number of Hidden Layers and Neurons in Metal Forming
Ebrahim Seidi, Farnaz Kaviari, Scott F. Miller
Cold rolling is widely recognized as a key industrial process for enhancing the mechanical properties of materials, particularly hardness, through strain hardening. Despite its importance, accurately predicting the final hardness remains a challenge due to the inherently nonlinea…