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ORCIDGeorge Tsialiamanis
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2020 – today
- 2024
[i12]George Tsialiamanis, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes:
Towards an active-learning approach to resource allocation for population-based damage prognosis. CoRR abs/2409.18572 (2024)- 2023
- [i11]George Tsialiamanis, Nikolaos Dervilis, David J. Wagg
, Keith Worden:
A Meta-Learning Approach to Population-Based Modelling of Structures. CoRR abs/2302.07980 (2023) - [i10]George Tsialiamanis, Charles R. Farrar:
On the Detection and Quantification of Nonlinearity via Statistics of the Gradients of a Black-Box Model. CoRR abs/2302.07986 (2023) - [i9]George Tsialiamanis, Nikolaos Dervilis, David J. Wagg, Keith Worden:
Towards a population-informed approach to the definition of data-driven models for structural dynamics. CoRR abs/2307.09862 (2023) - 2022
- [i8]George Tsialiamanis, Max D. Champneys, Nikolaos Dervilis, David J. Wagg, Keith Worden:
On the application of generative adversarial networks for nonlinear modal analysis. CoRR abs/2203.01229 (2022) - [i7]George Tsialiamanis, David J. Wagg, Nikolaos Dervilis, Keith Worden:
On generating parametrised structural data using conditional generative adversarial networks. CoRR abs/2203.01641 (2022) - [i6]George Tsialiamanis, Charilaos Mylonas, Eleni N. Chatzi, David J. Wagg, Nikolaos Dervilis, Keith Worden:
On an application of graph neural networks in population based SHM. CoRR abs/2203.01646 (2022) - [i5]George Tsialiamanis, David J. Wagg, P. A. Gardner, Nikolaos Dervilis, Keith Worden:
On partitioning of an SHM problem and parallels with transfer learning. CoRR abs/2203.01655 (2022) - [i4]George Tsialiamanis, David J. Wagg, Nikolaos Dervilis, Keith Worden:
On generative models as the basis for digital twins. CoRR abs/2203.04384 (2022) - [i3]George Tsialiamanis, David J. Wagg, Nikolaos Dervilis, Keith Worden:
On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation. CoRR abs/2208.08666 (2022) - 2021
- [i2]George Tsialiamanis, Charilaos Mylonas, Eleni N. Chatzi, Nikolaos Dervilis, David J. Wagg, Keith Worden:
Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces. CoRR abs/2103.03655 (2021) - 2020
- [i1]Charilaos Mylonas, George Tsialiamanis, Keith Worden, Eleni N. Chatzi:
Bayesian graph neural networks for strain-based crack localization. CoRR abs/2012.06791 (2020)
Coauthor Index
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