MICHELE MATTEONI

Dottore di ricerca

ciclo: XXXVIII


supervisore: Prof. Stefano Pampanin

Titolo della tesi: Muli-Scale Natural Hazard Risk and Resilience

The growing toll of natural hazards represents a pressing call to action to address the inherent vulnerabilities of our built environment. With climate change influencing both the frequency and intensity of future extreme events, the already critical situation is expected to worsen. Addressing natural risks and the vulnerabilities of our cities is therefore of utmost importance to prevent societies from becoming trapped in a recurrent disaster–recovery cycle. Enhancing the resilience of society requires urgent investment in nationwide systematic strategies for natural hazard risk mitigation. A major step toward achieving resilience lies in the risk assessment phase. Assessing risk means understanding risk, which is a fundamental prerequisite for the development of effective mitigation strategies. A clear comprehension of risk empowers stakeholders and decision-makers to make informed choices and to design policies that strengthen community resilience. Among all natural hazards, three have been identified as the main contributors to losses: earthquakes, floods, and windstorms. Within this context, over the past decades, significant efforts have been devoted to developing methodologies for the assessment of these three hazards. These methodologies have been implemented at varying levels of detail, balancing accuracy and computational efficiency. However, most existing approaches are designed either for nationwide analyses or for individual assets, resulting in a gap at intermediate scales, such as urban or regional levels, where communities are best positioned to take direct action. National-scale models often lack the spatial resolution needed to inform local decision-making, highlighting the need for a methodology that bridges the gap between national-scale and asset-specific assessments. Considering this background, this Thesis aims to (1) investigate and propose methodologies for the assessment of seismic, flood, and windstorm risk at the single-building scale, and (2) develop adaptive and scalable frameworks for the assessment and prioritization of interventions for multi-hazard risk at both urban and national scales. The Thesis first provides the background and motivation for the research, including an overview of observed building damage due to the considered hazards, and a review of existing risk assessment methodologies from building codes, guidelines, and scientific literature. The primary focus is on ordinary reinforced concrete (RC) buildings, which represent the majority of the Italian and European building stock. For seismic risk, the study includes a review of historical construction practices, observed vulnerabilities, and existing portfolio assessment approaches. Similar discussions are presented for flood and windstorm hazards, covering the governing phenomena, observed damage mechanisms, and assessment methodologies at multiple scales. The first contribution of this Thesis concerns seismic risk assessment. Building upon existing methodologies, a unified framework for the assessment and classification of buildings in urban areas was proposed, based on safety, economic losses, and downtime. The framework operates on a building-by-building scale, employing a simulated design procedure and a mechanical-analytical approach using the SLaMA (Simple Lateral Mechanism Analysis) method. The simplicity and codified nature of SLaMA ensure a fast, scalable, and reliable assessment suitable for large-scale applications. The approach also enables the consideration of retrofit solutions and the evaluation of cost–benefit analyses. The methodology was applied to two case study neighborhoods, where the effects, cost-effectiveness, and prioritization of mitigation strategies were evaluated. The second contribution introduces a novel methodology for windstorm risk assessment, focusing on dynamically rigid buildings (i.e., structures whose dynamic response does not significantly influence the surrounding wind field). The approach adopts a component-based loss assessment, incorporating Fault Tree Analysis (FTA) to model cascading effects of water ingress resulting from envelope damage. The methodology allows for the estimation of vulnerability functions in terms of repair costs and downtime, within a fully probabilistic framework that quantifies associated uncertainties. An illustrative case study on a residential building demonstrates the applicability of the method. Finally, the third contribution integrates the developed and collected methodologies into a unified, multi-hazard framework for the assessment of seismic, flood, and windstorm risks at the urban scale. For each building, a component-based loss assessment is performed to derive vulnerability functions for both repair costs and downtime under all hazards. Results are integrated within a harmonized framework and visualized through a user-friendly interface to effectively communicate findings to non-technical stakeholders and decision-makers. The framework was applied to a case study neighborhood, where the multi-hazard prioritization of buildings was assessed, yielding estimates of direct and indirect losses and downtime across the urban area.

Produzione scientifica

11573/1749220 - 2025 - Resilience Readiness Levels for buildings: Establishing multi-hazard resilience metrics and rating systems
Bianchi, Simona; Matteoni, Michele; Kim, Kyujin; Koniari, Anna Maria; Koning, Kyra; Costache, Romulus; Ciobotaru, Nicu; Luna-Navarro, Alessandra; Peng, Zhikai; Ciurlanti, Jonathan; Shahriari, Hamidreza; Mittal, Divyae; Stavridou, Evdokia; Silva, Anna; Palmieri, Michele; Pampanin, Stefano; Petrini, Francesco; Overend, Mauro - 01a Articolo in rivista
rivista: INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (Elsevier B.V.) pp. - - issn: 2212-4209 - wos: (0) - scopus: 2-s2.0-105013114357 (2)

11573/1749216 - 2025 - Multi-hazard risk assessment of traditional vs. low-damage reinforced concrete buildings
Ciurlanti, Jonathan; Bianchi, Simona; Matteoni, Michele; Polidoro, Barbara; Palmieri, Michele; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (Atene)
libro: "10th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering" - ()

11573/1749214 - 2025 - Enhancing the resilience of existing buildings using low-damage exoskeletons: a proof of concept through a multi-hazard risk assessment procedure
D’Amore, Simone; Ciurlanti, Jonathan; Matteoni, Michele; Kim, Kyujin; Bianchi, Simona; Luna-Navarro, Alessandra; Polidoro, Barbara; Overend, Mauro; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (Atene)
libro: "10th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering" - ()

11573/1749212 - 2025 - A resilience-based framework for assessing socio-economic indirect losses from natural hazards
Matteoni, Michele; Ciurlanti, Jonathan; Bianchi, Simona; Overend, Mauro; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (Atene)
libro: 10th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering - ()

11573/1749217 - 2025 - Towards an integrated interdisciplinary approach for large-scale modelling, simulation and management of natural disasters. A virtual case study urban area
Pampanin, Stefano; Martino, Salvatore; Petrini, Francesco; Tinti, Elisa; Carboni, Biagio; Scarpiniti, Michele; Pedone, Livio; Ferrarotti, Matteo; Francioli, Mattia; Angelucci, Giulia; Saquella, Simone; Matteoni, Michele; Locchi, Maria Eugenia; Piacentini, Daniela; Mollaioli, Fabrizio; Quaranta, Giuseppe; Al Shawa, Omar; Di Renzo, Maria Elena; D’Amore, Simone; Formichetti, Giada; Esposito, Carlo; Marmoni, Gian Marco; Rivellino, Stefano; Troiani, Francesco; Liberatore, Domenico; Pierdicca, Nazzareno - 04b Atto di convegno in volume
congresso: 10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (Atene)
libro: "10th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering" - ()

11573/1749213 - 2025 - Quasi-static cyclic testing of low-damage post-tensioned beam-column connection with hybrid steel-timber configuration
Pedone, Livio; D’Amore, Simone; Formichetti, Giada; Matteoni, Michele; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (Atene)
libro: 10th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering - ()

11573/1750919 - 2025 - A multi-scale framework for seismic loss assessment of urban areas
Pedone, Livio; Francioli, Mattia; Matteoni, Michele; Petrini, Francesco; Pampanin, Stefano - 04c Atto di convegno in rivista
rivista: PROCEDIA STRUCTURAL INTEGRITY ([Amsterdam] : Elsevier B.V.) pp. - - issn: 2452-3216 - wos: (0) - scopus: (0)
congresso: XX Convegno ANIDIS (Assisi)

11573/1750921 - 2025 - Integrating machine learning techniques into post-earthquake residual capacity assessment of reinforced concrete structures
Pedone, Livio; Matteoni, Michele; Saquella, Simone; Scarpiniti, Michele; Pampanin, Stefano - 04c Atto di convegno in rivista
rivista: PROCEDIA STRUCTURAL INTEGRITY ([Amsterdam] : Elsevier B.V.) pp. 1-8 - issn: 2452-3216 - wos: (0) - scopus: (0)
congresso: XX Convegno ANIDIS (Assisi, Italy)

11573/1749211 - 2025 - Building damage level classification using deep learning: a CNN-based approach for post-earthquake structural assessment
Saquella, Simone; Scarpiniti, Michele; Pedone, Livio; Angelucci, Giulia; Francioli, Mattia; Matteoni, Michele; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (Athens, Greece)
libro: COMPDYN 2025 10th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering - ()

11573/1755861 - 2025 - Post-earthquake damage assessment of buildings exploiting data fusion
Saquella, Simone; Scarpiniti, Michele; Pu, Wangyi; Pedone, Livio; Angelucci, Giulia; Matteoni, Michele; Francioli, Mattia; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 2025 International Joint Conference on Neural Networks (IJCNN) (Rome; Italy)
libro: 2025 International Joint Conference on Neural Networks (IJCNN) - ()

11573/1750922 - 2025 - Development of a Mechanically informed Machine Learning framework to guide risk assessment of existing Pre-1970s RC Buildings
Sette, Edoardo; Matteoni, Michele; Pedone, Livio; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 4 th fib Italy YMG Symposium on Concrete and Concrete Structures (Naples)
libro: Fourth fib Italy YMG Symposium on Concrete and Concrete Structures, Naples (2024) – Proceedings - ()

11573/1724660 - 2024 - Fragility functions for low-damage post-tensioned timber frames
Matteoni, M.; Ciurlanti, J.; Bianchi, S.; Pampanin, S. - 01a Articolo in rivista
rivista: EARTHQUAKE ENGINEERING AND STRUCTURAL DYNAMICS (John Wiley & Sons.) pp. - - issn: 1096-9845 - wos: WOS:001319655500001 (3) - scopus: 2-s2.0-85204876255 (4)

11573/1724664 - 2024 - Multi-scale and multi-refinement framework for seismic risk assessment of urban areas
Matteoni, Michele; Pedone, Livio; Francioli, Mattia; Petrini, Francesco; Pampanin, Stefano - 04c Atto di convegno in rivista
rivista: PROCEDIA STRUCTURAL INTEGRITY ([Amsterdam] : Elsevier B.V.) pp. - - issn: 2452-3216 - wos: (0) - scopus: (0)
congresso: SMAR 2024 – 7th International Conference on Smart Monitoring, Assessment and Rehabilitation of Civil Structures (Salerno, Italia)

11573/1724661 - 2024 - Filling the knowledge gap: from seismic risk maps towards nationwide digital twins
Matteoni, Michele; Pedone, Livio; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 18th world conference on earthquake engineering (Milano, Italia)
libro: Proceedings of 18th world conference on earthquake engineering - ()

11573/1724662 - 2024 - Advances in SLaMA-based pre-/post-earthquake safety, risk, loss assessment and mitigation strategies
Pampanin, Stefano; Bianchi, Simona; Pedone, Livio; Simoned'amore, ; Molaioni, Filippo; Sansoni, Claudia; Matteoni, Michele; Ciurlanti, Jonathan - 04b Atto di convegno in volume
congresso: 18th world conference on earthquake engineering (Milano, Italia)
libro: Proceedings of 18th world conference on earthquake engineering - ()

11573/1665929 - 2023 - Development of a holistic parametric framework for multi-performance evaluation of post-tensioned timber buildings
Formichetti, Giada; Matteoni, Michele; Pampanin, Stefano - 04d Abstract in atti di convegno
congresso: 9th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2023) (Athens, Greece)
libro: Proceedings of the 9th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2023) - ()

11573/1682976 - 2023 - DEVELOPMENT OF A HOLISTIC PARAMETRIC FRAMEWORK FOR MULTI-PERFORMANCE LIFE-CYCLE EVALUATION OF POST-TENSIONED TIMBER BUILDINGS
Formichetti, Giada; Matteoni, Michele; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 9 th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (Athens, Greece)
libro: Compdyn 2023 Proceedings - ()

11573/1692516 - 2023 - Fragility curves for low-damage rocking dissipative connections of precast concrete buildings
Matteoni, Michele; Ciurlanti, Jonathan; Bianchi, Simona; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 3rd fib young Symposium on Concrete and Concrete Structures (Torino, Italia)
libro: 2023 Symposium on Concrete and Concrete Structures - ()

11573/1665950 - 2023 - Simplified Analytical/Mechanical Procedure for the Residual Capacity Assessment of Earthquake-Damaged Reinforced Concrete Frames
Matteoni, Michele; Pedone, Livio; D'amore, Simone; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: COMPDYN 2023 (Athens, Greece)
libro: COMPDYN 2023 - (978-618-85072-9-6)

11573/1683242 - 2023 - FILLING THE KNOWLEDGE GAP: FROM SEISMIC RISK MAPS TOWARDS NATIONWIDE DIGITAL TWINS
Matteoni, Michele; Pedone, Livio; Pampanin, Stefano - 04d Abstract in atti di convegno
congresso: 18th World Conference on Earthquake Engineering (Milan, Italy)
libro: Proceedings of 18th World Conference on Earthquake Engineering - ()

11573/1692553 - 2023 - Numerical investigation of displacement compatibility and interaction between reinforced concrete walls forming a system
Miceli, Verdiana; Pedone, Livio; D'amore, Simone; Matteoni, Michele; Dashti, Farhad; Quintana Gallo, Patricio; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 3rd fib young Symposium on Concrete and Concrete Structures (Torino, Italia)
libro: 2023 Symposium on Concrete and Concrete Structures - (9782940643226)

11573/1692657 - 2023 - Numerical investigation on the seismic residual capacity of reinforced concrete beams’ plastic hinges
Nicolò, Giulia; Pedone, Livio; Matteoni, Michele; Pampanin, Stefano - 04b Atto di convegno in volume
congresso: 3rd fib young Symposium on Concrete and Concrete Structures (Torino, Italia)
libro: 2023 Symposium on Concrete and Concrete Structures - (9782940643226)

11573/1693939 - 2023 - Advances in SLaMA-based pre-/post-earthquake safety, risk, loss assessment and mitigation strategies.
Pampanin, Stefano; Bianchi, Simona; Pedone, Livio; D'amore, Simone; Molaioni, Filippo; Sansoni, Claudia; Matteoni, Michele; Ciurlanti, Jonathan - 04d Abstract in atti di convegno
congresso: 18th World Conference on Earthquake Engineering (Milan, Italy)
libro: 18th World Conference on Earthquake Engineering - ()

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