George Tsialiamanis

13 papers Journal 13

Year	Rank	Type	Title / 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