Professor Edoardo Patelli

Civil and Environmental Engineering

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Personal statement

I am a professor in Risk and Uncertainty Quantification and the Head of the Centre for Intelligent Infrastructure at the Department of Civil and Environmental Engineering. I am working in a multidisciplinary environment in collaboration with members from all the university faculties and strong links with world-leading scholars. I am the Chair of the Technical Committee on Simulation for Safety and Reliability Analysis of the European Safety and Reliability Association (ESRA), Chair of the Technical Committee for the 2019 and 2022 European Safety and Reliability Conference (ESREL), Member of the Committee on Probability and Statistics in the Physical Sciences (part of the Bernoulli Society), Academic Adviser to the Commonwealth Scholarship Commission and member of the UK Nuclear Innovation and Research Advisory Board (NIRAB). My current research interests are in:

  • Nuclear safety
  • Efficient and readable numerical methods for uncertainty quantification
  • Resilience Engineering for critical infrastructure
  • Digital twin and efficient simulation methods capable of managing and quantifying uncertainty
  • Developing Trustful AI and Learning Algorithms for Imprecise and Bad Data
  • On-line monitoring tools for nuclear systems, Civil infrastructure and aerospace
  • Human reliability analysis and interaction with autonomous systems
  • Risk communication
Personal research website Cossan Software

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Area of Expertise

  • Uncertainty quantification
  • Bayesian and Credal Networks
  • Resilience assessment of complex infrastructures
  • Nuclear safety
  • Probabilistic risk assessment
  • Human reliability 

Prize And Awards

Best Paper Award in "Innovation in Smart Cities and Systems"
Recipient
1/9/2022

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Publications

Sequential ensemble Monte Carlo sampler for on-line Bayesian inference of time-varying parameter In engineering applications
Lye Adolphus, Marino Luca, Cicirello Alice, Patelli Edoardo
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B - Mechanical Engineering Vol 9, pp. 1-13 (2023)
https://doi.org/10.1115/1.4056934
Damage modelling of a bridge pier subjected to multiple earthquakes : a comparative study
Turchetti F, Tubaldi E, Patelli E, Castaldo P, Málaga-Chuquitaype C
Bulletin of Earthquake Engineering Vol 21, pp. 4541-4564 (2023)
https://doi.org/10.1007/s10518-023-01678-y
Optimal allocation and sizing of decentralized solar photovoltaic generators using unit financial impact indicator
Cangul Ozcel, Rocchetta Roberto, Fahrioglu Murat, Patelli Edoardo
Sustainability Vol 15 (2023)
https://doi.org/10.3390/su151511715
A Bayesian Augmented-Learning framework for spectral uncertainty quantification of incomplete records of stochastic processes
Chen Yu, Patelli Edoardo, Edwards Benjamin, Beer Michael
Mechanical Systems and Signal Processing Vol 200 (2023)
https://doi.org/10.1016/j.ymssp.2023.110573
A physics‐informed Bayesian framework for characterizing ground motion process in the presence of missing data
Chen Yu, Patelli Edoardo, Edwards Benjamin, Beer Michael
Earthquake Engineering & Structural Dynamics Vol 52, pp. 2179-2195 (2023)
https://doi.org/10.1002/eqe.3877
Spectral density estimation of stochastic processes under missing data and uncertainty quantification with Bayesian deep learning
Chen Yu, Patelli Edoardo, Edwards Benjamin, Beer Michael
5th International Conference on Uncertainty Quantification in Computational Science and Engineering, pp. 1-10 (2023)

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Research Interests

My primary research interests focus on the general area of risk analysis, uncertainty modelling and quantification, sensitivity analysis, nuclear safety, reliability and availability of complex systems. In particular,  the focus is on the development of verified and efficient stochastic computational methods able to model different representation of the uncertainty and providing trustful reliability analysis and risk assessment.
The numerical implementations have resulted in the development of an open-source general-purpose software package for uncertainty quantification and stochastic analysis.

Professional Activities

Frontiers Nuclear Engineering (Journal)
Associate Editor
30/6/2023
5th International Conference on Uncertainty Quantification in Computational Science and Engineering
Keynote/plenary speaker
14/6/2023
International Symposium on Reliability Engineering and Risk Management
Participant
4/9/2022
European Safety and Reliability Conference
Participant
28/8/2022
International Conference on Structural Safety & Reliability
Participant
21/6/2021
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering (Journal)
Peer reviewer
2020

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Projects

Care & Equity - Logistics UAS Scotland Phase 3 (CAELUS 2) (Future Flight Challenge)
Fossati, Marco (Principal Investigator) Akartunali, Kerem (Co-investigator) Cashmore, Michael (Co-investigator) Irvine, James (Co-investigator) MacBryde, Jillian (Co-investigator) Maddock, Christie (Co-investigator) Patelli, Edoardo (Co-investigator) Tapinos, Efstathios (Co-investigator) Vasile, Massimiliano (Co-investigator)
01-Jan-2022 - 30-Jan-2024
Low-cost sensor system for enhanced bridge flood resilience (TRIG)
Tubaldi, Enrico (Principal Investigator) Patelli, Edoardo (Co-investigator) White, Chris (Co-investigator)
01-Jan-2022 - 30-Jan-2022
Enhanced Methodologies for Advanced Nuclear System Safety
Patelli, Edoardo (Principal Investigator)
14-Jan-2022 - 13-Jan-2025
Intelligent computational methods for sustainable and resilient infrastructure (Saltire Facilitator Network)
Patelli, Edoardo (Principal Investigator)
01-Jan-2021 - 30-Jan-2023
The Development of a Hybrid Empirical-Expert Opinion Model of the Vulnerability of the Scottish Road Network to Flooding
Ferguson, Neil (Principal Investigator) Patelli, Edoardo (Co-investigator) Tubaldi, Enrico (Co-investigator)
01-Jan-2021 - 31-Jan-2022
Urban and rural UAS-enabled health-care over Scotland CAELUS (ex URANOS)
Fossati, Marco (Principal Investigator) Akartunali, Kerem (Co-investigator) Burt, Graeme (Co-investigator) Cashmore, Michael (Co-investigator) Maddock, Christie (Co-investigator) Patelli, Edoardo (Co-investigator) Tapinos, Efstathios (Co-investigator) Vasile, Massimiliano (Co-investigator)
01-Jan-2020 - 31-Jan-2022

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Contact

Professor Edoardo Patelli
Civil and Environmental Engineering

Email: edoardo.patelli@strath.ac.uk
Tel: 548 4682