MATTERA, GIULIO
MATTERA, GIULIO
Smart Tool Wear Monitoring of CFRP/CFRP Stack Drilling Using Autoencoders and Memory-Based Neural Networks
2023 Caggiano, A.; Mattera, G.; Nele, L.
Deep Neural Networks for Defects Detection in Gas Metal Arc Welding
2022 Nele, Luigi; Mattera, Giulio; Vozza, Mario
Shrinkage estimation with reinforcement learning of large variance matrices for portfolio selection
2023 Mattera, G.; Mattera, R.
Monitoring and control the Wire Arc Additive Manufacturing process using artificial intelligence techniques: a review
2024 Mattera, G.; Nele, L.; Paolella, D.
A Time-Frequency Domain Feature Extraction Approach Enhanced by Computer Vision for Wire Arc Additive Manufacturing Monitoring Using Fourier and Wavelet Transform
2024 Mattera, G.; Polden, J.; Nele, L.
Improving the Interpretability of Data-Driven Models for Additive Manufacturing Processes Using Clusterwise Regression
2024 Mattera, Giulio; Piscopo, Gianfranco; Longobardi, Maria; Giacalone, Massimiliano; Nele, Luigi
Towards the application of machine learning in digital twin technology: a multi-scale review
2024 Nele, L.; Mattera, G.; Yap, E. W.; Vozza, M.; Vespoli, S.
Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturing
2024 Nele, Luigi; Mattera, Giulio; Polden, Joesph; Vozza, Mario; Pan, Zengxi
Utilising unsupervised machine learning and IoT for cost-effective anomaly detection in multi-layer wire arc additive manufacturing
2024 Mattera, Giulio; Nele, Luigi; Yap, Emily; Brown, Evan; Polden, Joseph; Stephen Van Duin,
Monitoring the gas metal arc additive manufacturing process using unsupervised machine learning
2024 Mattera, G.; Polden, J.; Norrish, J.
Anomaly Detection of Wire Arc Additively Manufactured Parts via Surface Tension Transfer through Unsupervised Machine Learning Techniques
2024 Mattera, G.; Polden, Jospeh; Caggiano, Alessandra; Commins, P.; Nele, Luigi; Pan, Zengzi
Defect monitoring in wire arc additive manufacturing using frequency domain analysis
2024 Mattera, Giulio; Nele, Luigi; Caggiano, Alessandra; VAN DUIN, Stephen; Pan, Zengxi
Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing
2024 Mattera, Giulio; Caggiano, Alessandra; Nele, Luigi
Reinforcement learning as data-driven optimization technique for GMAW process
2024 Mattera, Giulio; Caggiano, Alessandra; Nele, Luigi
Semi-supervised learning for real-time anomaly detection in pulsed transfer wire arc additive manufacturing
2024 Mattera, Giulio; Polden, Joseph; Caggiano, Alessandra; Nele, Luigi; Pan, Zengxi; Norrish, John
Adaptive manufacturing control with Deep Reinforcement Learning for dynamic WIP management in industry 4.0
2025 Vespoli, S.; Mattera, G.; Marchesano, M. G.; Nele, L.; Guizzi, G.
Anomaly detection in manufacturing systems with temporal networks and unsupervised machine learning
2025 Mattera, G.; Mattera, R.; Vespoli, S.; Salatiello, E.
Machine learning approaches for real-time process anomaly detection in wire arc additive manufacturing
2025 Mattera, Giulio; Nele, Luigi
Energy Efficiency Optimisation in Wire arc Additive Manufacturing of Invar 36 Alloy via Intelligent Data-Driven Techniques
2025 Mattera, Giulio; Caggiano, Alessandra; Nele, Luigi
Process Monitoring of One-Shot Drilling of Al/CFRP Aeronautical Stacks Using the 1DCAE-GMM Framework
2025 Mattera, Giulio; Marchesano, MARIA GRAZIA; Caggiano, Alessandra; Nele, Luigi; Guizzi, Guido