
Professor Edoardo Patelli
Civil and Environmental Engineering
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Best Paper Award in "Innovation in Smart Cities and Systems" Recipient 1/9/2022
Area of Expertise
- Uncertainty quantification
- Bayesian and Credal Networks
- Resilience assessment of complex infrastructures
- Nuclear safety
- Probabilistic risk assessment
- Human reliability
Prize And Awards
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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)
Publications
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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
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
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
Projects
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Contact
Professor
Edoardo
Patelli
Civil and Environmental Engineering
Email: edoardo.patelli@strath.ac.uk
Tel: 548 4682