George Tsialiamanis

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
On the topology and geometry of population-based SHM.
CoRR
Keith Worden, Tina A. Dardeno, Aidan J. Hughes, George Tsialiamanis
2024 J jnl
Towards an active-learning approach to resource allocation for population-based damage prognosis.
CoRR
George Tsialiamanis, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes
2023 J jnl
A Meta-Learning Approach to Population-Based Modelling of Structures.
CoRR
George Tsialiamanis, Nikolaos Dervilis, David James Wagg, Keith Worden
2023 J jnl
On the Detection and Quantification of Nonlinearity via Statistics of the Gradients of a Black-Box Model.
CoRR
George Tsialiamanis, Charles R. Farrar
2023 J jnl
Towards a population-informed approach to the definition of data-driven models for structural dynamics.
CoRR
George Tsialiamanis, Nikolaos Dervilis, David James Wagg, Keith Worden
2022 J jnl
On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation.
CoRR
George Tsialiamanis, David James Wagg, Nikolaos Dervilis, Keith Worden
2022 J jnl
On an application of graph neural networks in population based SHM.
CoRR
George Tsialiamanis, Charilaos Mylonas, Eleni N. Chatzi, David James Wagg, Nikolaos Dervilis, Keith Worden
2022 J jnl
On generating parametrised structural data using conditional generative adversarial networks.
CoRR
George Tsialiamanis, David James Wagg, Nikolaos Dervilis, Keith Worden
2022 J jnl
On generative models as the basis for digital twins.
CoRR
George Tsialiamanis, David James Wagg, Nikolaos Dervilis, Keith Worden
2022 J jnl
On partitioning of an SHM problem and parallels with transfer learning.
CoRR
George Tsialiamanis, David James Wagg, P. A. Gardner, Nikolaos Dervilis, Keith Worden
2022 J jnl
On the application of generative adversarial networks for nonlinear modal analysis.
CoRR
George Tsialiamanis, Max D. Champneys, Nikolaos Dervilis, David James Wagg, Keith Worden
2021 J jnl
Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces.
CoRR
George Tsialiamanis, Charilaos Mylonas, Eleni N. Chatzi, Nikolaos Dervilis, David James Wagg, Keith Worden
2020 J jnl
Bayesian graph neural networks for strain-based crack localization.
CoRR
Charilaos Mylonas, George Tsialiamanis, Keith Worden, Eleni N. Chatzi