Faculty

Institution

Unit

Venue

Paolo Gardoni

Alfredo H Ang Family Professor in CEE

UIUC

Affiliations

The Grainger College of Engineering

Civil & Environmental Engineering

Department of Civil and Environmental Engineering

Paolo Gardoni is currently serving as a Civil & Environmental Engineering Alfredo H Ang Family Professor in CEE at Uiuc.

Honors

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Experiences

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Education

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Paolo Gardoni

UIUC

Alfredo H Ang Family Professor in CEE

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civil engineering structural engineering structural safety engineering engineering structures systems engineering reliability engineering structural reliability earthquake engineering bridge engineering structural performance natural hazards disaster risk reduction infrastructure engineering risk management resilience structural mechanics engineering geology statistics system safety structural concrete seismic analysis structural testing geotechnical engineering deterioration modeling reliability modelling structural analysis bayesian analysis bridge design resilience analysis natural disasters construction materials earthquake risk mitigation disaster risk science structural integrity fragility estimates disaster prevention natural hazard assessment resilient buildings concrete technology resilience engineering infrastructure systems earthquake scenario structural control building engineering reliability prediction community resilience seismic hazard system reliability resilient design disaster vulnerability durability performance reinforced concrete reliability analysis probabilistic structural fire engineering infrastructure management engineering systems cement-based construction material structural vibrations risk analysis (business) geotechnical problem service life prediction seismic fragility fragility curves risk analysis probabilistic models capability approach critical infrastructure protection damage detection seismic fragility estimates reinforced concrete bridges first name probabilistic demand models bayesian updating bridge scour coal mining climate change uncertainty analysis ethical dimensions disaster mitigation resilient infrastructure

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Comprehensive Risk Analysis for Cargo Leakage Pollution at Tanker Ship Manifold Under Cloud Modelling and Bayesian Belief Network Approach. Marine Pollution Bulletin (2025)

Gizem ElidoluSukru Ilke SezerEmre AkyuzMuhammet AydinPaolo Gardoni

cargo leakage pollutionsystems engineeringmarine engineeringcloud modellingbayesian hierarchical modelingbayesian networkmaritime accidentmaritime safetydata sciencecomprehensive risk analysislogisticsbayesian analysisstatisticsrisk management

Bayesian-Based Resilience Estimation of Aging Rc Frame Structures Exposed to Successive Ground Motions. Structures (2025)

Zhou ZhouXiaohui YuPaolo Gardoni

structural reliabilityseismic analysissystems engineeringrc frame structuresstructural safetyearthquake engineeringbayesian-based resilience estimationstructural engineeringcivil engineeringground motionsengineering structuresdeterioration modelingreliability engineering

Deep Learning-Based Surrogate Capacity Models and Multi-Objective Fragility Estimates for Reinforced Concrete Frames. Computer Methods in Applied Mechanics and Engineering (2025)

Lili XingPaolo GardoniGe SongYing Zhou

multi-objective fragility estimatesdeep learningstructural mechanicsengineeringreinforced concrete framesstructural concreteload-bearing capacitycivil engineeringstructural engineeringstructural performanceengineering structuresmachine learningstructural optimization

Improved Z-Number Based Bayesian Network Modelling to Predict Cyber-Attack Risk for Maritime Autonomous Surface Ship (Mass).. Applied Soft Computing (2025)

Muhammet AydinSukru Ilke SezerEmre AkyuzPaolo Gardoni

computer sciencesystems engineeringsystem safetybayesian networkautonomous surface shipthreat huntingattack simulationcyber-attack riskcomputer securitycyber security engineeringcyber conflictnetwork analysisbayesian analysisstatistical models

Improvement of Ship Operator Reliability for Potential Cyber-Attack on Integrated Navigation System (Ins) at Ship Bridge. Australian Journal of Maritime & Ocean Affairs (2025)

Ferdi CinarSukru Ilke SezerEmre AkyuzHakan DemirelFirat BolatPaolo Gardoni

ship bridgesystems engineeringship operator reliabilitymarine engineeringintegrated navigation systemcontrol system securityinformation securitycomputer securitycyber security engineeringmaritime safetynavigationcyber conflictsystem safetyreliability engineeringaerospace engineering

Langevin Importance Sampling for Reliability Analysis. Reliability Engineering & System Safety (2025)

Armin TabandehGaofeng JiaPaolo Gardoni

applied probabilitystatistical methodologyreliability analysisbayesian analysisreliability modellingreliability predictionuncertainty quantificationcomputational statisticsstatistical inferencereliability engineeringstatisticsreliability

Moving Toward Resilience and Sustainability. Structural Safety (2025)

Paolo Gardoni

community resilienceresiliencevulnerabilitysustainability sciencecrisis managementsustainable developmentsocial sciencesresilience analysisresilient designsustainable design

Multi-Objective Optimization of High-Rise Buildings With Outrigger Systems Subject to Seismic Loads. Journal of Building Engineering (2025)

Lili XingPaolo GardoniJuanya YuYing ZhouPeng Zhang

systems engineeringdesign optimizationoutrigger systemshigh-rise buildingssystem optimizationstructural engineeringcivil engineeringengineering optimizationmulti-objective optimizationstructural designstructural optimization

Sequence-Aware Capacity-Demand Surrogate Framework for Seismic Response and Fragility Assessment of Rc Frames. Computer Methods in Applied Mechanics and Engineering (2025)

Lili XingPaolo GardoniJuanya Yu

seismic analysissystems engineeringseismologystructural controlstructural safetystructural health monitoringearthquake engineeringseismic responsecivil engineeringstructural engineeringground motionsengineering structuresseismic hazardstructural dynamicsearthquake scenariorc framesfragility assessmentaerospace engineering

Sequence-Aware Surrogate Modeling for Seismic Response and Fragility Assessment of Reinforced Concrete Frames Using Deep Learning. (2025)

Lili XingPaolo GardoniJuanya Yu

seismic analysisdeep learningstructural safetyrecurrent neural networksearthquake engineeringstructural concretecivil engineeringstructural engineeringseismic responseneural network (machine learning)sequence-aware surrogate modelingmachine learning researchdata sciencedata surrogatefragility assessmentmachine learning

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Paolo Gardoni

Alfredo H Ang Family Professor in CEE

UIUC

Affiliations

The Grainger College of Engineering

Civil & Environmental Engineering

Department of Civil and Environmental Engineering

Paolo Gardoni is currently serving as a Civil & Environmental Engineering Alfredo H Ang Family Professor in CEE at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Paolo Gardoni

UIUC

Alfredo H Ang Family Professor in CEE

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Comprehensive Risk Analysis for Cargo Leakage Pollution at Tanker Ship Manifold Under Cloud Modelling and Bayesian Belief Network Approach. Marine Pollution Bulletin (2025)

Gizem ElidoluSukru Ilke SezerEmre AkyuzMuhammet AydinPaolo Gardoni

Bayesian-Based Resilience Estimation of Aging Rc Frame Structures Exposed to Successive Ground Motions. Structures (2025)

Zhou ZhouXiaohui YuPaolo Gardoni

Deep Learning-Based Surrogate Capacity Models and Multi-Objective Fragility Estimates for Reinforced Concrete Frames. Computer Methods in Applied Mechanics and Engineering (2025)

Lili XingPaolo GardoniGe SongYing Zhou

Improved Z-Number Based Bayesian Network Modelling to Predict Cyber-Attack Risk for Maritime Autonomous Surface Ship (Mass).. Applied Soft Computing (2025)

Muhammet AydinSukru Ilke SezerEmre AkyuzPaolo Gardoni

Improvement of Ship Operator Reliability for Potential Cyber-Attack on Integrated Navigation System (Ins) at Ship Bridge. Australian Journal of Maritime & Ocean Affairs (2025)

Ferdi CinarSukru Ilke SezerEmre AkyuzHakan DemirelFirat BolatPaolo Gardoni

Langevin Importance Sampling for Reliability Analysis. Reliability Engineering & System Safety (2025)

Armin TabandehGaofeng JiaPaolo Gardoni

Moving Toward Resilience and Sustainability. Structural Safety (2025)

Paolo Gardoni

community resilienceresiliencevulnerabilitysustainability sciencecrisis managementsustainable developmentsocial sciencesresilience analysisresilient designsustainable design

Multi-Objective Optimization of High-Rise Buildings With Outrigger Systems Subject to Seismic Loads. Journal of Building Engineering (2025)

Lili XingPaolo GardoniJuanya YuYing ZhouPeng Zhang

Sequence-Aware Capacity-Demand Surrogate Framework for Seismic Response and Fragility Assessment of Rc Frames. Computer Methods in Applied Mechanics and Engineering (2025)

Lili XingPaolo GardoniJuanya Yu

Sequence-Aware Surrogate Modeling for Seismic Response and Fragility Assessment of Reinforced Concrete Frames Using Deep Learning. (2025)

Lili XingPaolo GardoniJuanya Yu

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