Semi-supervised learning for real-time anomaly detection in pulsed transfer wire arc additive manufacturingGiulio Mattera, John Norrish, Luigi Nele et al.|Journal of Manufacturing Processes|2024Cited by 48
Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturingGiulio Mattera, Zengxi Pan, Joseph Polden et al.|Journal of Intelligent Manufacturing|2024Cited by 26
Anomaly Detection of Wire Arc Additively Manufactured Parts via Surface Tension Transfer through Unsupervised Machine Learning TechniquesGiulio Mattera, Zengxi Pan, Joseph Polden et al.|Procedia CIRP|2024Cited by 15
Reducing energy consumption of pulsed-gas metal arc additive manufacturing through machine learning algorithmsGiulio Mattera, Vittoria Laghi, Luigi Nele et al.|Journal of Manufacturing Processes|2025Cited by 4