Georgios Tsialiamanis

School of Mechanical, Aerospace and Civil Engineering

Lecturer in Mechanical Engineering

George Tsialiamanis
Profile picture of George Tsialiamanis
g.tsialiamanis@sheffield.ac.uk
Sir Frederick Mappin Building

Full contact details

Georgios Tsialiamanis
School of Mechanical, Aerospace and Civil Engineering
Sir Frederick Mappin Building
Mappin Street
Sheffield
S1 3JD
Profile

I completed my PhD at the University of Sheffield from 2018 until 2021 and the title of this was "A data-driven approach to modelling structures".

After completing my PhD, I worked as a postdoc for 2 years at the Dynamics Research Group of the University of Sheffield before taking my position as a Lecturer in the same group.

Before starting my PhD, I did my MEng at the Civil Engineering Department of the National Technical University of Athens in Greece, where I come from, and after completing my studies, I worked for a year in industry as a simulation engineer.

Research interests

My research interests include:

  • Machine learning for modelling structural dynamics
  • Structural health monitoring and population-based structural health monitoring
  • Use of different types of models and data for the creation of digital twins
Publications

Journal articles

  • Tsialiamanis G, Sbarufatti C, Dervilis N & Worden K (2024) . Mechanical Systems and Signal Processing, 209, 111119-111119.
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) . Mechanical Systems and Signal Processing, 200.
  • Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 181.
  • Tsialiamanis G, Champneys MD, Dervilis N, Wagg DJ & Worden K (2022) . Mechanical Systems and Signal Processing, 166.
  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2021) . Data-Centric Engineering, 2.
  • Tsialiamanis G, Mylonas C, Chatzi E, Dervilis N, Wagg DJ & Worden K (2021) . Mechanical Systems and Signal Processing, 157.

Book chapters

  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2025) , Data Science in Engineering, Volume 9 (pp. 35-46). River Publishers
  • Tsialiamanis G, Mylonas C, Chatzi EN, Wagg DJ, Dervilis N & Worden K (2025) , Data Science in Engineering, Volume 9 (pp. 47-63). River Publishers
  • Devendra T, Dervilis N, Worden K, Tsialiamanis G, Cross EJ & Rogers TJ (2025) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 237-246). River Publishers
  • Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2025) , Nonlinear Structures & Systems, Volume 1 (pp. 135-147). River Publishers
  • Simpson T, Tsialiamanis G, Dervilis N, Worden K & Chatzi E (2025) , Nonlinear Structures & Systems, Volume 1 (pp. 297-300). River Publishers
  • Tsialiamanis G, Champneys MD, Wagg DJ, Dervilis N & Worden K (2025) , Topics in Modal Analysis & Parameter Identification, Volume 8 (pp. 45-57). River Publishers
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2025) , Data Science in Engineering, Volume 10 (pp. 63-72). River Publishers
  • Tsialiamanis G, Dervilis N & Worden K (2025) , Data Science in Engineering Vol. 10 (pp. 85-91). River Publishers
  • Mylonas C, Tsialiamanis G, Worden K & Chatzi EN (2025) , Data Science in Engineering, Volume 9 (pp. 253-261). River Publishers
  • Worden K, Tsialiamanis G, Cross EJ & Rogers TJ (2023) , Computational Methods in Engineering & the Sciences (pp. 85-119). Springer International Publishing

Conference proceedings

  • Tsialiamanis G, Worden K, Dervilis N & Hughes AJ (2024) Towards an active-learning approach to resource allocation for population-based damage prognosis. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 3343-3353)
  • Papatheou E, Manson G, Battu RS, Worden K & Tsialiamanis G (2024) On the use of synthetic data for SHM: a short investigation on a laboratory structure. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 3369-3376)
  • Worden K, Dardeno TA, Hughes AJ & Tsialiamanis G (2024) On the topology and geometry of population-based SHM. Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics (pp 3120-3137)
  • Tsialiamanis G & Farrar CR (2024) . Nonlinear Structures & Systems, Volume 1: Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics 2023 (pp 1-9). Austin, TX United States, 13 February 2023 - 13 February 2023.
  • Tsialiamanis G, Wagg D, Dervilis N & Worden K (2022) . Structural Health Monitoring 2021: Enabling Next Generation SHM for Cyber-Physical Systems: Proceedings of the Thirteenth International Workshop on Structural Health Monitoring (IWSHM). Stanford University, CA, USA, 15 March 2022 - 15 March 2022.
  • Tsialiamanis GP, Wagg DJ, Antoniadou I & Worden K (2020) . Topics in Modal Analysis & Testing, Volume 8 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 8 (pp 51-59). Houston, TX, USA, 10 February 2020 - 13 February 2020.
  • Tsialiamanis GP, Wagg DJ, Gardner PA, Dervilis N & Worden K (2020) . Topics in Modal Analysis & Testing, Volume 8 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 8 (pp 41-50). Houston, TX, USA, 10 February 2020 - 13 February 2020.
  • Tsialiamanis G, Chatzi E, Dervilis N, Wagg D & Worden K (2020) . EURODYN 2020: Proceedings of the XI International Conference on Structural Dynamics, Vol. 2 (pp 3816-3831). Athens, Greece, 23 November 2020 - 26 November 2020.
  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2020) . EURODYN 2020: Proceedings of the XI International Conference on Structural Dynamics (pp 3832-3845). Athens, Greece, 23 November 2020 - 23 November 2020.

Preprints

  • Worden K, Dardeno TA, Hughes AJ & Tsialiamanis G (2024) , arXiv.
  • Tsialiamanis G, Worden K, Dervilis N & Hughes AJ (2024) , arXiv.
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) , arXiv.
  • Tsialiamanis G & Farrar CR (2023) , arXiv.
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) , arXiv.
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) , Elsevier BV.
  • Tsialiamanis G, Wagg D, Dervilis N & Worden K (2022) , arXiv.
  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) , arXiv.
  • Tsialiamanis G, Wagg DJ, Gardner PA, Dervilis N & Worden K (2022) , arXiv.
  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) , arXiv.
  • Tsialiamanis G, Mylonas C, Chatzi E, Wagg DJ, Dervilis N & Worden K (2022) , arXiv.
  • Tsialiamanis G, Champneys MD, Dervilis N, Wagg DJ & Worden K (2022) , arXiv.
  • Tsialiamanis G, Mylonas C, Chatzi E, Dervilis N, Wagg DJ & Worden K (2021) , arXiv.
  • Mylonas C, Tsialiamanis G, Worden K & Chatzi EN (2020) , arXiv.
Teaching activities

2023-2024: AER291: Dynamics of Structures and Machines (Aerospace)

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