| Deep neural networks for defects detection in gas metal arc welding L Nele, G Mattera, M Vozza Applied Sciences 12 (7), 3615, 2022 | 24 | 2022 |
| Monitoring and control the Wire Arc Additive Manufacturing process using artificial intelligence techniques: a review G Mattera, L Nele, D Paolella Journal of Intelligent Manufacturing 35 (2), 467-497, 2024 | 23 | 2024 |
| Smart tool wear monitoring of CFRP/CFRP stack drilling using autoencoders and memory-based neural networks A Caggiano, G Mattera, L Nele Applied Sciences 13 (5), 3307, 2023 | 11 | 2023 |
| Shrinkage estimation with reinforcement learning of large variance matrices for portfolio selection G Mattera, R Mattera Intelligent Systems with Applications 17, 200181, 2023 | 9 | 2023 |
| Reinforcement learning as data-driven optimization technique for GMAW process G Mattera, A Caggiano, L Nele Welding in the World 68 (4), 805-817, 2024 | 7 | 2024 |
| Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing G Mattera, A Caggiano, L Nele Journal of Intelligent Manufacturing, 1-20, 2024 | 7 | 2024 |
| Anomaly detection of Wire Arc Additively Manufactured parts via Surface Tension Transfer through unsupervised machine learning techniques G Mattera, J Polden, A Caggiano, P Commins, L Nele, Z Pan 17th CIRP Conference on Intelligent Computation in Manufacturing Industry, 2023 | 6 | 2023 |
| A Time-Frequency domain features extraction approach enhanced by computer vision for Wire Arc Additive Manufacturing monitoring using Fourier and Wavelet transform G Mattera, J Polden, L Nele Journal of Advanced Manufacturing Systems, 2024 | 3 | 2024 |
| Semi-supervised learning for real-time anomaly detection in pulsed transfer wire arc additive manufacturing G Mattera, J Polden, A Caggiano, L Nele, Z Pan, J Norrish Journal of Manufacturing Processes 128, 84-97, 2024 | 1 | 2024 |
| Monitoring Wire Arc Additive Manufacturing process of Inconel 718 thin-walled structure using wavelet decomposition and clustering analysis of welding signal G Mattera, J Polden, L Nele Journal of Advanced Manufacturing Science and Technology, 2024 | 1 | 2024 |
| Defect monitoring in wire arc additive manufacturing using frequency domain analysis G Mattera, J Polden, A Caggiano, S Van Duin, L Nele, Z Pan Materials Research Proceedings - ESAFORM 2024 41, 50-59, 2024 | 1 | 2024 |
| Advanced clustering technique for automatic labelling of welding signals M Vozza, T Forni, F Le Piane, A Petrella, G Mattera, E Yap, L Nele, ... Titolo volume non avvalorato, 2024 | | 2024 |
| Improving the Interpretability of Data-Driven Models for Additive Manufacturing Processes Using Clusterwise Regression G Mattera, G Piscopo, M Longobardi, M Giacalone, L Nele Mathematics 12 (16), 2559, 2024 | | 2024 |
| Development of an intelligent framework for online inspection and control of Wire Arc Additive Manufacturing G Mattera | | |
Alessandra CaggianoAssistant Professor of Manufacturing Technology and Systems, Department of Industrial Engineering, University of Naples Federico II在 unina.it 的电子邮件经过验证
