Paolo Gardoni

About

Paolo Gardoni is a professor affiliated with the Center for African Studies at the University of Illinois. He holds the Alfredo H. Ang Family Chair in Civil and Environmental Engineering and is also a professor in the departments of Civil and Environmental Engineering, Industrial and Enterprise Systems Engineering, and Biomedical and Translational Sciences. His research focuses on probabilistic seismic risk and vulnerability assessment, spatiotemporal storm surge modeling, machine learning-driven probabilistic frameworks for uncertainty quantification, and the evaluation of infrastructure resilience. Gardoni has contributed to the development of frameworks and models that address seismic risk, storm surge, radiation shielding, and infrastructure interdependence, demonstrating a broad expertise in engineering risk assessment and resilience analysis.

Research topics

• Computer Science
• Computer Security
• Engineering
• Data Mining
• Artificial Intelligence
• Risk analysis (engineering)
• Political Science
• Mathematics
• Systems engineering
• Sociology

Selected publications

• Physics-informed machine learning for reliability and systems safety applications: State of the art and challenges

  Reliability Engineering & System Safety · 2022 · 314 citations

  DOI

• Probabilistic framework to evaluate the resilience of engineering systems using Bayesian and dynamic Bayesian networks

  Reliability Engineering & System Safety · 2020 · 305 citations

  DOI

• A Critical Review on Structural Health Monitoring: Definitions, Methods, and Perspectives

  Archives of Computational Methods in Engineering · 2021 · 270 citations

  DOI

• A review and assessment of importance sampling methods for reliability analysis

  Structural Safety · 2022 · 247 citations

  Senior authorCorresponding
  DOI

• The role of transportation infrastructure on the impact of natural hazards on communities

  Reliability Engineering & System Safety · 2021 · 130 citations

  DOI

Recent grants

• CRISP Type 2/Collaborative Research: Scalable Decision Model to Achieve Local and Regional Resilience of Interdependent Critical Infrastructure Systems and Communities

  NSF · $795k · 2016–2021

Frequent coauthors

• David Trejo

  Oregon State University

  57 shared

• Colleen Murphy

  University of Illinois Urbana-Champaign

  54 shared

• Mary Beth D. Hueste

  35 shared

• Zhixiong Li

  Opole University of Technology

  33 shared

• Armin Tabandeh

  University of Illinois Urbana-Champaign

  31 shared

• Stefan Hurlebaus

  Texas A&M University

  29 shared

• Kenneth F. Reinschmidt

  College Station Medical Center

  29 shared

• Radhakrishna G. Pillai

  Indian Institute of Technology Madras

  28 shared

Similar researchers at University of Illinois Urbana-Champaign

• Richard Akreshh-36
• Asef Bayath-34
• Brian Allanh-29