Ph.D. in Ingegneria Civile E Ambientale , 34th cycle (2018-2021)
Ph.D. obtained in 2022
Dissertation:
Strategies of anomalies detection in bridges and tunnels as a tool for structural health management. New approaches and AI support. (Abstract)
Tutors:
Bernardino Chiaia Giulio VenturaTeaching
Teachings
Bachelor of Science
- Scienza delle costruzioni. A.A. 2020/21, INGEGNERIA ENERGETICA. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Chiaia, Bernardino; Marasco, Giulia; Aiello, Salvatore (2022)
Innovative strategies to preserve the Italian engineering heritage: the historical tunnels.. In: XX International Forum World Heritage and Ecological Transition, Napoli (Italia);, 8-9-10 Settembre 2022, pp. 158-165. ISBN: 9788849245301
Contributo in Atti di Convegno (Proceeding) - Rosso, M. M.; Marasco, G.; Tanzi, L.; Aiello, S.; Aloisio, A.; Cucuzza, R.; Chiaia, B.; ... (2022)
ADVANCED DEEP LEARNING COMPARISONS FOR NON-INVASIVE TUNNEL LINING ASSESSMENT FROM GROUND PENETRATING RADAR PROFILES. In: 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022), Oslo (NO), 5 - 9 Giugno 2022, pp. 1-10. ISSN 2696-6999. ISBN: 9788412322286
Contributo in Atti di Convegno (Proceeding) - Marasco, Giulia; Rosso, Marco M.; Aiello, Salvatore; Aloisio, Angelo; Cirrincione, ... (2022)
Ground Penetrating Radar Fourier Pre-processing for Deep Learning Tunnel Defects’ Automated Classification. In: 23th International Conference on Engineering Applications of Neural Networks (Engineering Applications and Advances of Artificial Intelligence), Crete, Greece, 17 – 20 June, 2022, pp. 165-176. ISBN: 978-3-031-08222-1
Contributo in Atti di Convegno (Proceeding) - Marasco, Giulia; Piana, Gianfranco; Chiaia, Bernardino; Ventura, Giulio (2022)
Genetic algorithm supported by influence lines and neural network for bridge health monitoring. In: JOURNAL OF STRUCTURAL ENGINEERING, vol. 148. ISSN 1943-541X
Contributo su Rivista - Marasco, Giulia (2022)
Strategies of anomalies detection in bridges and tunnels as a tool for structural health management. New approaches and AI support.. relatore: CHIAIA, BERNARDINO; VENTURA, Giulio; , 34. XXXIV Ciclo, P.: 201
Doctoral Thesis - Marasco, Giulia; Chiaia, Bernardino; Ventura, Giulio (2021)
AI based bridge health assessment. In: 9TH INTERNATIONAL WORKSHOP ON RELIABLE ENGINEERING COMPUTING. Risk and Uncertainty in Engineering Computations, online, May 17-20, 2021, pp. 350-364
Contributo in Atti di Convegno (Proceeding) - Chiaia, Bernardino; Marasco, Giulia; Ventura, Giulio; ZANNINI QUIRINI, Cristina (2020)
Customised active monitoring system for structural control and maintenance optimisation. In: JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING, vol. 10, pp. 267-282. ISSN 2190-5452
Contributo su Rivista