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Filippo Ubertini

University of Perugia

Via Pascoli 22

Perigoa, 06121

Italy

SCHOLARLY PAPERS

8

DOWNLOADS

475

TOTAL CITATIONS

0

Scholarly Papers (8)

1.

Ai-Driven Blind Source Separation for Fast Operational Modal Analysis of Structures

Number of pages: 27 Posted: 28 Sep 2023
affiliation not provided to SSRN, University of Granada, affiliation not provided to SSRN and University of Perugia
Downloads 115 (626,371)

Abstract:

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artificial intelligence, Blind Source Identification, Deep neural networks, Operational modal analysis, Structural health monitoring

2.

A Domain Adaptation Approach to Damage Classification with an Application to Bridge Monitoring

Number of pages: 34 Posted: 19 Aug 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Perugia and University of Sheffield - Dynamics Research Group
Downloads 96 (709,832)

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transfer learning, domain adaptation, Stuctural Health Monitoring, Population-based SHM, Bridge damage detection

3.

Fast Stochastic Subspace Identification of Densely Instrumented Bridges Using Randomized Svd

Number of pages: 24 Posted: 17 Aug 2024
University of Granada, University of Perugia and University of Perugia
Downloads 86 (765,566)

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Bridges, Computational Efficiency, Operational modal analysis, Randomized Algebra, Stochastic Subspace Identification, Structural health monitoring

4.

Integrating Structural Health Monitoring, HBIM, and Finite Element Simulation for Anomaly Detection: Towards a Digital Twin for Multi-Leaf Masonry Medieval Walls

Number of pages: 39 Posted: 29 Dec 2025
University of Perugia, University of Perugia, University of Perugia, University of Perugia and University of Perugia
Downloads 54 (1,052,702)

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Digital Twin (DT), Multi-leaf Masonry, HBIM, Structural health monitoring (SHM), Coupled Thermo-Mechanical Analysis

Fast Deformation Assessment of Riveted Steel Railway Bridges During Load Testing Using Unmanned Aerial Vehicles (Uavs)

Number of pages: 22 Posted: 10 Oct 2024
University of Perugia, University of Granada, University of Perugia and University of Perugia
Downloads 30 (1,356,108)

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Bridges, Drone, Monitoring, Photogrammetry, Remote sensing, Static load testing, UAV

Fast Deformation Assessment of Riveted Steel Railway Bridges During Load Testing Using Unmanned Aerial Vehicles (Uavs)

Number of pages: 23 Posted: 30 Dec 2024
University of Perugia, University of Granada, University of Perugia and University of Perugia
Downloads 20 (1,500,232)

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Bridges, Drone, Monitoring, Photogrammetry, Remote sensing, Static load testing, UAV

6.

FEMUP-BIM: A Digital Twin Framework for Heritage Structures Integrating BIM with Structural Assessment through Automated Modal Identification and Finite Element Model Updating

Number of pages: 24 Posted: 04 May 2026
affiliation not provided to SSRN, University of Granada, University of Perugia and University of Perugia
Downloads 36 (1,318,317)

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BIM, Heritage, Model Updating, Operational Modal Analysis, Revit, Structural Health Monitoring

7.

A Two-Tier SHM Framework for Nonlinear Identification of Friction Pendulum Isolators in Base-Isolated Buildings

Number of pages: 54 Posted: 29 May 2026
affiliation not provided to SSRN, ETH Zürich, University of Perugia and University of Perugia
Downloads 26 (1,459,862)

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Structural Health Monitoring, Base-Isolated Buildings, Friction Pendulum Systems, Dynamic Parameter Identification, Genetic Algorithms, parametric sensitivity analysis, Seismic Monitoring

8.

Transfer learning framework for post-seismic anomaly detection in historic masonry structures under varying environmental conditions

Number of pages: 45 Posted: 25 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Perugia, University of Perugia and affiliation not provided to SSRN
Downloads 12

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Transfer learning, feature-wise linear modulation, autoencoder, domain-aware conditioning, masonry structure, Anomaly Detection