Ph.D. in Intelligenza Artificiale , 38th cycle (2022-2025)
Ph.D. obtained in 2026
Dissertation:
Artificial Intelligence as an enabling technology for multiscale physical modelling (Abstract)
Tutors:
Francesco MercuriAleksandr SakhnevychVincenzo ArricalePublications
Works published during the Ph.D. View all publications in Porto@Iris
- Vozza, Mario (2026)
Artificial Intelligence as an enabling technology for multiscale physical modelling. relatore: MERCURI, FRANCESCO; SAKHNEVYCH, ALEKSANDR; , 38. XXXVIII Ciclo, P.: 245
Doctoral Thesis - Vozza, Mario; Forni, Tommaso; Le Piane, Fabio; Petrella, Alessandro; Mattera, Giulio; ... (2026)
Advanced clustering technique for automatic labelling of welding signals. In: 18th CIRP Conference on Intelligent Computation in Manufacturing Engineering, Ischia (ITA), 12-14 July 2024, pp. 1213-1217. ISSN 2212-8271
Contributo in Atti di Convegno (Proceeding) - Forni, Tommaso; Mattera, Giulio; Vozza, Mario; Nele, Luigi (2025)
Vision-based defect localisation and automated planning for robotic spray coating systems. In: JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, vol. 47. ISSN 1678-5878
Contributo su Rivista - Mattera, Giulio; Vozza, Mario; Polden, Joseph; Nele, Luigi; Pan, Zengxi (2025)
Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturing. In: JOURNAL OF INTELLIGENT MANUFACTURING, vol. 36, pp. 5819-5834. ISSN 0956-5515
Contributo su Rivista - Le Piane, Fabio; Vozza, Mario; Baldoni, Matteo; Mercuri, Francesco (2024)
Integrating high-performance computing, machine learning, data management workflows, and infrastructures for multiscale simulations and nanomaterials technologies. In: BEILSTEIN JOURNAL OF NANOTECHNOLOGY, vol. 15, pp. 1498-1521. ISSN 2190-4286
Contributo su Rivista - Vozza, Mario; Polden, Joseph; Mattera, Giulio; Piscopo, Gianfranco; Vespoli, Silvestro; ... (2024)
Explaining the Anomaly Detection in Additive Manufacturing via Boosting Models and Frequency Analysis. In: MATHEMATICS, vol. 12. ISSN 2227-7390
Contributo su Rivista - Nele, Luigi; Mattera, Giulio; Yap, Emily W.; Vozza, Mario; Vespoli, Silvestro (2024)
Towards the application of machine learning in digital twin technology: a multi-scale review. In: DISCOVER APPLIED SCIENCES, vol. 6. ISSN 3004-9261
Contributo su Rivista - Forni, Tommaso; Vozza, Mario; Le Piane, Fabio; Lorenzoni, Andrea; Baldoni, Matteo; ... (2023)
AI and data-driven infrastructures for workflow automation and integration in advanced research and industrial applications. In: ITAL-IA 2023, Pisa (ITA), pp. 105-111
Contributo in Atti di Convegno (Proceeding) - Nele, Luigi; Mattera, Giulio; Vozza, Mario (2022)
Deep Neural Networks for Defects Detection in Gas Metal Arc Welding. In: APPLIED SCIENCES, vol. 12. ISSN 2076-3417
Contributo su Rivista