George Tsialiamanis

According to our database1, George Tsialiamanis authored at least 13 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

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Bibliography

2024
On the topology and geometry of population-based SHM.
CoRR, 2024

Towards an active-learning approach to resource allocation for population-based damage prognosis.
CoRR, 2024

2023
Towards a population-informed approach to the definition of data-driven models for structural dynamics.
CoRR, 2023

On the Detection and Quantification of Nonlinearity via Statistics of the Gradients of a Black-Box Model.
CoRR, 2023

A Meta-Learning Approach to Population-Based Modelling of Structures.
CoRR, 2023

2022
On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation.
CoRR, 2022

On generative models as the basis for digital twins.
CoRR, 2022

On partitioning of an SHM problem and parallels with transfer learning.
CoRR, 2022

On an application of graph neural networks in population based SHM.
CoRR, 2022

On generating parametrised structural data using conditional generative adversarial networks.
CoRR, 2022

On the application of generative adversarial networks for nonlinear modal analysis.
CoRR, 2022

2021
Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces.
CoRR, 2021

2020
Bayesian graph neural networks for strain-based crack localization.
CoRR, 2020


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