Bayesian graph neural networks for strain-based crack localization. - Charilaos Mylonas; George Tsialiamanis; Keith Worden; Eleni N. Chatzi (CoRR, 2020)

Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces. - George Tsialiamanis; Charilaos Mylonas; Eleni N. Chatzi; Nikolaos Dervilis; David J. Wagg; Keith Worden (CoRR, 2021)

On the application of generative adversarial networks for nonlinear modal analysis. - George Tsialiamanis; Max D. Champneys; Nikolaos Dervilis; David J. Wagg; Keith Worden (CoRR, 2022)

On generating parametrised structural data using conditional generative adversarial networks. - George Tsialiamanis; David J. Wagg; Nikolaos Dervilis; Keith Worden (CoRR, 2022)

On an application of graph neural networks in population based SHM. - George Tsialiamanis; Charilaos Mylonas; Eleni N. Chatzi; David J. Wagg; Nikolaos Dervilis; Keith Worden (CoRR, 2022)

On partitioning of an SHM problem and parallels with transfer learning. - George Tsialiamanis; David J. Wagg; P. A. Gardner; Nikolaos Dervilis; Keith Worden (CoRR, 2022)

On generative models as the basis for digital twins. - George Tsialiamanis; David J. Wagg; Nikolaos Dervilis; Keith Worden (CoRR, 2022)

On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation. - George Tsialiamanis; David J. Wagg; Nikolaos Dervilis; Keith Worden (CoRR, 2022)

A Meta-Learning Approach to Population-Based Modelling of Structures. - George Tsialiamanis; Nikolaos Dervilis; David J. Wagg; Keith Worden (CoRR, 2023)

On the Detection and Quantification of Nonlinearity via Statistics of the Gradients of a Black-Box Model. - George Tsialiamanis; Charles R. Farrar (CoRR, 2023)

Towards a population-informed approach to the definition of data-driven models for structural dynamics. - George Tsialiamanis; Nikolaos Dervilis; David J. Wagg; Keith Worden (CoRR, 2023)

Towards an active-learning approach to resource allocation for population-based damage prognosis. - George Tsialiamanis; Keith Worden; Nikolaos Dervilis; Aidan J. Hughes (CoRR, 2024)

On the topology and geometry of population-based SHM. - Keith Worden; Tina A. Dardeno; Aidan J. Hughes; George Tsialiamanis (CoRR, 2024)