Marco Martino Rosso

Titolo della tesi

Machine Learning Perspectives in Structural Health Monitoring

Tutori

• Giuseppe Carlo Marano

Corso di laurea magistrale

• Safety assessment and retrofitting of existing structures and infrastructures. A.A. 2021/22, INGEGNERIA CIVILE. Collaboratore del corso

Corso di laurea di 1° livello

• Statistica. A.A. 2023/24, INGEGNERIA CIVILE. Collaboratore del corso
• Statistica. A.A. 2022/23, INGEGNERIA CIVILE. Collaboratore del corso
• Statistica. A.A. 2021/22, INGEGNERIA GESTIONALE. Collaboratore del corso
• Statistica. A.A. 2021/22, INGEGNERIA CIVILE. Collaboratore del corso

• Rosso, M. M.; Sotiropoulos, S.; Greco, R.; Marano, G. C. (2024)
  Steel Frames Optimization Considering Beam-Column Joint Stiffness and Geometric Constraints. In: 2nd Italian Workshop on Shell and Spatial Structures, IWSS 2023, Turin (Ita), 26-28 June 2023, pp. 129-138. ISSN 2366-2557. ISBN: 978-3-031-44327-5
  Contributo in Atti di Convegno (Proceeding)
• Pellegrino, M.; Sardone, L.; Rosso, M. M.; Gozzi, V.; Chiaia, B. (2024)
  Algorithm-Aided Design and Analysis for the Comparative Models Study of Heinz Isler’s Shells. In: 2nd Italian Workshop on Shell and Spatial Structures, IWSS 2023, Turin (Ita), 26-28 June 2023, pp. 512-521. ISSN 2366-2557. ISBN: 978-3-031-44327-5
  Contributo in Atti di Convegno (Proceeding)
• Aloisio, A.; Gavric, I.; Rosso, M. M.; Pasca, D. P.; Tomasi, R.; Fragiacomo, M.; Marano, ... (2024)
  Vibration Analyses of an Hybrid Concrete and Cross-laminated Timber Building Case Study. In: 2nd Italian Workshop on Shell and Spatial Structures, IWSS 2023, Turin (Ita), 26-28 June 2023, pp. 309-318. ISSN 2366-2557. ISBN: 978-3-031-44327-5
  Contributo in Atti di Convegno (Proceeding)
• Rosso, Marco Martino; Aloisio, Angelo; Randazzo, Vincenzo; Tanzi, Leonardo; Cirrincione, ... (2024)
  Comparative deep learning studies for indirect tunnel monitoring with and without Fourier pre-processing. In: INTEGRATED COMPUTER-AIDED ENGINEERING, vol. 31, pp. 213-232. ISSN 1069-2509
  Contributo su Rivista
• Sardone, L.; Rosso, M. M.; Melchiorre, J.; Pellegrino, M. (2024)
  Generative Design Process and Optimization of Geodesic Dome with Variable Frequency. In: 2nd Italian Workshop on Shell and Spatial Structures, IWSS 2023, Torino (Ita), 26 June 2023 through 28 June 2023, pp. 289-298. ISSN 2366-2557. ISBN: 978-3-031-44327-5
  Contributo in Atti di Convegno (Proceeding)
• DE BIAGI, Valerio; Reggio, Anna; Rosso, MARCO MARTINO; Sardone, Laura (2024)
  Nondimensional Shape Optimization of Nonprismatic Beams with Sinusoidal Lateral Profile. In: JOURNAL OF STRUCTURAL ENGINEERING, vol. 150. ISSN 0733-9445
  Contributo su Rivista
• Aloisio, Angelo; Pasquale Pasca, Dag; Rosso, MARCO MARTINO; Briseghella, Bruno (2023)
  Role of Cable Forces in the Model Updating of Cable-Stayed Bridges. In: JOURNAL OF BRIDGE ENGINEERING, vol. 28. ISSN 1084-0702
  Contributo su Rivista
• Rosso, MARCO MARTINO; Aloisio, Angelo; Parol, Jafarali; Marano, GIUSEPPE CARLO; ... (2023)
  Intelligent automatic operational modal analysis. In: MECHANICAL SYSTEMS AND SIGNAL PROCESSING, vol. 201, pp. 1-29. ISSN 0888-3270
  Contributo su Rivista
• Rosso, MARCO MARTINO; Aloisio, Angelo; Melchiorre, Jonathan; Huo, Fei; Marano, GIUSEPPE ... (2023)
  Noise effects analysis on subspace-based damage detection with neural networks. In: STRUCTURES, vol. 54, pp. 23-37. ISSN 2352-0124
  Contributo su Rivista
• Cucuzza, R.; Rosso, M. M.; Domaneschi, M.; Marano, G. C. (2023)
  Retrofitting of prestressed concrete decks by arch steel trusses for different degradation levels. In: 11th International Conference on Bridge Maintenance, Safety and Management, IABMAS 2022, Barcelona (Spain), July 11-15, 2022, pp. 587-595. ISBN: 9781003322641
  Contributo in Atti di Convegno (Proceeding)
• Melchiorre, Jonathan; Rosso, Marco Martino; Cirrincione, Giansalvo; Marano, Giuseppe ... (2023)
  Compact Convolutional Transformer Fourier analysis for GPR tunnels assessment. In: International Conference on Control, Automation and Diagnosis (ICCAD), Roma, Italia, 10-12 May 2023. ISBN: 979-8-3503-4707-4
  Contributo in Atti di Convegno (Proceeding)
• Aloisio, Angelo; Quaranta, Giuseppe; Contento, Alessandro; Rosso, MARCO MARTINO (2023)
  Physics-Based and Machine-Learning Models for Braking Impact Factors. In: International Conference on Experimental Vibration Analysis for Civil Engineering Structures, Milan (Ita), 30 August - 1 September 2023, pp. 81-88. ISBN: 978-3-031-39116-3
  Contributo in Atti di Convegno (Proceeding)
• Melchiorre, Jonathan; Manuello Bertetto, Amedeo; Rosso, Marco Martino; Marano, Giuseppe ... (2023)
  Acoustic Emission and Artificial Intelligence Procedure for Crack Source Localization. In: SENSORS, vol. 23. ISSN 1424-8220
  Contributo su Rivista
• Aloisio, Angelo; De Santis, Yuri; Pelliciari, Matteo; Rosso, MARCO MARTINO; Fragiacomo, ... (2023)
  Buckling capacity model for timber screws loaded in compression: Experimental, analytical and FE investigations. In: CONSTRUCTION AND BUILDING MATERIALS, vol. 379, pp. 1-17. ISSN 0950-0618
  Contributo su Rivista
• Marano, GIUSEPPE CARLO; Rosso, MARCO MARTINO; Aloisio, Angelo; Cirrincione, Giansalvo (2023)
  Generative adversarial networks review in earthquake-related engineering fields. In: BULLETIN OF EARTHQUAKE ENGINEERING. ISSN 1573-1456
  Contributo su Rivista
• Aloisio, Angelo; Rosso, MARCO MARTINO; Fragiacomo, Massimo; Alaggio, Rocco (2023)
  Fragility estimate of railway bridges due to concrete fatigue. In: STRUCTURES, vol. 49, pp. 70-87. ISSN 2352-0124
  Contributo su Rivista
• Rosso, MARCO MARTINO; Aloisio, Angelo; Cucuzza, Raffaele; Asso, Rebecca; Marano, ... (2023)
  Structural Optimization With the Multistrategy PSO-ES Unfeasible Local Search Operator. In: Proceedings of International Conference on Data Science and Applications ICDSA 2022, Volume 1 / S.N., S.L., Springer Nature, pp. 215-229. ISBN: 978-981-19-6630-9
  Contributo in Volume
• Melchiorre, Jonathan; Sardone, Laura; Rosso, MARCO MARTINO; Aloisio, Angelo (2023)
  Intelligent Structural Damage Detection with MEMS-Like Sensors Noisy Data. In: International Conference on Communication and Intelligent Systems, ICCIS 2022, Delhi (India), 19-20 December, 2022, pp. 631-642. ISSN 2367-3389. ISBN: 978-981-99-2321-2
  Contributo in Atti di Convegno (Proceeding)
• Melchiorre, J.; Rosso, M. M.; Cucuzza, R.; D'Alto, E.; Manuello, A.; Marano, G. C. (2023)
  Deep Acoustic Emission Detection Trained on Seismic Signals. In: Applications of Artificial Intelligence and Neural Systems to Data Science / S.N., S.L., Springer, pp. 83-92. ISBN: 978-981-99-3591-8
  Contributo in Volume
• Rosso, M. M.; Marasco, G.; Aiello, S.; Aloisio, A.; Chiaia, B.; Marano, G. C. (2023)
  Convolutional networks and transformers for intelligent road tunnel investigations. In: COMPUTERS & STRUCTURES, vol. 275. ISSN 0045-7949
  Contributo su Rivista
• Rosso, M. M.; Aloisio, A.; Pasca, D. P.; Marano, G. C.; Briseghella, B. (2023)
  FE Model Updating of Cable-Stayed Bridges Based on the Experimental Estimate of Cable Forces and Modal Parameters. In: International Conference on Experimental Vibration Analysis for Civil Engineering Structures, Milan (Ita), 30 August - 1 September 2023, pp. 71-80. ISSN 2366-2557. ISBN: 978-3-031-39116-3
  Contributo in Atti di Convegno (Proceeding)
• Aloisio, A; Pasca, Dp; De Santis, Y; Hillberger, T; Giordano, Pf; Rosso, Mm; Tomasi, R; ... (2023)
  Vibration issues in timber structures: A state-of-the-art review. In: JOURNAL OF BUILDING ENGINEERING, vol. 76, pp. 1-27. ISSN 2352-7102
  Contributo su Rivista
• Aloisio, A.; Rosso, M. M.; De Leo, A. M.; Fragiacomo, M.; Basi, M. (2023)
  Damage classification after the 2009 L'Aquila earthquake using multinomial logistic regression and neural networks. In: INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, vol. 96, pp. 1-22. ISSN 2212-4209
  Contributo su Rivista
• Rosso, Marco M.; Aloisio, Angelo; Cucuzza, Raffaele; Marano, Giuseppe C.; Alaggio, Rocco (2023)
  Train-Track-Bridge Interaction Analytical Model with Non-proportional Damping: Sensitivity Analysis and Experimental Validation. In: 10th European Workshop on Structural Health Monitoring (EWSHM), Palermo, 4-7 Luglio 2022, pp. 223-232. ISSN 2366-2557. ISBN: 978-3-031-07253-6
  Contributo in Atti di Convegno (Proceeding)
• Marano, Giuseppe C.; Rosso, Marco M.; Melchiorre, J. (2023)
  Optimization as a Tool for Seismic Protection of Structures*. In: 17th World Conference on Seismic Isolation, WCSI 2022, Torino (Ita), 12 September 2022 through 16 September 2022, pp. 100-113. ISSN 2366-2557. ISBN: 978-3-031-21186-7
  Contributo in Atti di Convegno (Proceeding)
• Rosso, MARCO MARTINO; Aloisio, Angelo; Cirrincione, Giansalvo; Marano, GIUSEPPE CARLO (2023)
  Subspace features and statistical indicators for neural network-based damage detection. In: STRUCTURES, vol. 56, pp. 1-21. ISSN 2352-0124
  Contributo su Rivista