George Tsialiamanis

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Transfer Learning

Generative Model

Maximum Entropy Principle

Top Venues

Publications

George Tsialiamanis, Charles R. Farrar
On the Detection and Quantification of Nonlinearity via Statistics of the Gradients of a Black-Box Model. CoRR (2023)
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 (2023)
George Tsialiamanis, Nikolaos Dervilis, David J. Wagg, Keith Worden
A Meta-Learning Approach to Population-Based Modelling of Structures. CoRR (2023)
George Tsialiamanis, David J. Wagg, P. A. Gardner, Nikolaos Dervilis, Keith Worden
On partitioning of an SHM problem and parallels with transfer learning. CoRR (2022)
George Tsialiamanis, M. D. Champneys, Nikolaos Dervilis, David J. Wagg, Keith Worden
On the application of generative adversarial networks for nonlinear modal analysis. CoRR (2022)
George Tsialiamanis, David J. Wagg, Nikolaos Dervilis, Keith Worden
On generating parametrised structural data using conditional generative adversarial networks. CoRR (2022)
George Tsialiamanis, David J. Wagg, Nikolaos Dervilis, Keith Worden
On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation. CoRR (2022)
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 (2022)
George Tsialiamanis, David J. Wagg, Nikolaos Dervilis, Keith Worden
On generative models as the basis for digital twins. CoRR (2022)
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 (2021)
Charilaos Mylonas, George Tsialiamanis, Keith Worden, Eleni N. Chatzi
Bayesian graph neural networks for strain-based crack localization. CoRR (2020)