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ORCIDCharilaos Mylonas
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2020 – today
- 2022
[i7]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)- 2021
- [b1]Charilaos Mylonas:
Machine Learning for Structural Health Assessment under Uncertainty: with applications in Wind Energy. ETH Zurich, Zürich, Switzerland, 2021 - [j1]Charilaos Mylonas, Eleni N. Chatzi:
Remaining Useful Life Estimation for Engineered Systems Operating under Uncertainty with Causal GraphNets. Sensors 21(19): 6325 (2021) - [i6]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) - [i5]Charilaos Mylonas, Imad Abdallah, Eleni N. Chatzi:
Relational VAE: A Continuous Latent Variable Model for Graph Structured Data. CoRR abs/2106.16049 (2021) - 2020
- [i4]Charilaos Mylonas, Eleni N. Chatzi:
Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets. CoRR abs/2011.11740 (2020) - [i3]Charilaos Mylonas, George Tsialiamanis, Keith Worden, Eleni N. Chatzi:
Bayesian graph neural networks for strain-based crack localization. CoRR abs/2012.06791 (2020)
2010 – 2019
- 2017
- [i2]Mylonas Charilaos, Valentin Bemetz, Eleni N. Chatzi:
Multiscale Surrogate Modeling and Uncertainty Quantification for Periodic Composite Structures. CoRR abs/1707.04304 (2017) - 2014
- [i1]Mylonas Charilaos:
Analysis of networking characteristics of different personality types. CoRR abs/1406.3663 (2014)
Coauthor Index
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