Charilaos Mylonas

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Structured Data

Inherent Uncertainty

Top Venues

Publications

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)
Charilaos Mylonas, Eleni N. Chatzi
Remaining Useful Life Estimation for Engineered Systems Operating under Uncertainty with Causal GraphNets. Sensors 21 (19) (2021)
Charilaos Mylonas, Imad Abdallah, Eleni N. Chatzi
Relational VAE: A Continuous Latent Variable Model for Graph Structured Data. CoRR (2021)
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, Eleni N. Chatzi
Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets. CoRR (2020)
Charilaos Mylonas, George Tsialiamanis, Keith Worden, Eleni N. Chatzi
Bayesian graph neural networks for strain-based crack localization. CoRR (2020)