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 | 47 | 2023 |
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 | 18 | 2020 |
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 | 17 | 2022 |
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 | 13 | 2022 |
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 | 12 | 2020 |
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 | 11 | 2022 |
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 | 6 | 2024 |
AI based bridge health assessment G Marasco, B Chiaia, G Ventura 9th International Workshop on Reliable Engineering Computing (REC 2021) is …, 2021 | 4 | 2021 |
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 | 3 | 2022 |
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 |