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Giulia Marasco
Giulia Marasco
Postdoctoral Research Associate, Lehigh University
Verified email at lehigh.edu
Title
Cited by
Cited by
Year
Convolutional networks and transformers for intelligent road tunnel investigations
MM Rosso, G Marasco, S Aiello, A Aloisio, B Chiaia, GC Marano
Computers & Structures 275, 106918, 2023
472023
Customised active monitoring system for structural control and maintenance optimisation
B Chiaia, G Marasco, G Ventura, C Zannini Quirini
Journal of Civil Structural Health Monitoring 10 (2), 267-282, 2020
182020
Ground penetrating radar fourier pre-processing for deep learning tunnel defects’ automated classification
G Marasco, MM Rosso, S Aiello, A Aloisio, G Cirrincione, B Chiaia, ...
International Conference on Engineering Applications of Neural Networks, 165-176, 2022
172022
Deep convolutional neural network for multi-level non-invasive tunnel lining assessment
B Chiaia, G Marasco, S Aiello
Frontiers of Structural and Civil Engineering 16 (2), 214-223, 2022
132022
Bridge active monitoring for maintenance and structural safety
B Chiaia, G Ventura, CZ Quirini, G Marasco
Proceedings of ARCH 2019: 9th International Conference on Arch Bridges, 866-873, 2020
122020
Genetic algorithm supported by influence lines and a neural network for bridge health monitoring
G Marasco, G Piana, B Chiaia, G Ventura
Journal of Structural Engineering 148 (9), 04022123, 2022
112022
Machine learning approach to the safety assessment of a prestressed concrete railway bridge
G Marasco, F Oldani, B Chiaia, G Ventura, F Dominici, C Rossi, F Iacobini, ...
Structure and Infrastructure Engineering 20 (4), 566-580, 2024
62024
AI based bridge health assessment
G Marasco, B Chiaia, G Ventura
9th International Workshop on Reliable Engineering Computing (REC 2021) is …, 2021
42021
Advanced deep learning comparisons for non-invasive tunnel lining assessment from ground penetrating radar profiles
MM Rosso, GM Marasco, LT Tanzi, SA Aiello, AA Aloisio, R Cucuzza, ...
ECCOMAS Congress 2022–8th European Congress on Computational Methods in …, 2022
32022
Unsupervised transfer learning for structural health monitoring of urban pedestrian bridges
G Marasco, I Moldovan, E Figueiredo, B Chiaia
Journal of Civil Structural Health Monitoring, 1-17, 2024
2024
Strategies of anomalies detection in bridges and tunnels as a tool for structural health management
G Marasco
2023
Graph Convolutional Neural Networks Based Strain Estimation
G MARASCO, SS ESHKEVARI, SN PAKZAD
STRUCTURAL HEALTH MONITORING 2023, 2023
2023
Strategies of anomalies detection in bridges and tunnels as a tool for structural health management. New approaches and AI support.
G Marasco
Politecnico di Torino, 2022
2022
Innovative strategies to preserve the Italian engineering heritage: the historical tunnels.
B Chiaia, G Marasco, S Aiello
World Heritage and Ecological Transition Atti-Le Vie dei Mercanti_XX …, 2022
2022
Holistic strategies for control of tunnel linings
S Aiello, O Borla, B Chiaia, G Marasco
Titolo volume non avvalorato, 95-101, 2021
2021
Instabilità nelle coperture di grande luce: Analisi e verifica dello Yas Hotel di Abu Dhabi= Buckling instability in long-span roofing structures: Assessment of the Yas Hotel …
G Marasco
Politecnico di Torino, 2018
2018
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Articles 1–16