Charilaos Mylonas

According to our database, Charilaos Mylonas authored at least 9 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

2021

Machine Learning for Structural Health Assessment under Uncertainty: with applications in Wind Energy.

Charilaos Mylonas

PhD thesis, 2021

Remaining Useful Life Estimation for Engineered Systems Operating under Uncertainty with Causal GraphNets.

Charilaos Mylonas, Eleni N. Chatzi

Sensors, 2021

Relational VAE: A Continuous Latent Variable Model for Graph Structured Data.

Charilaos Mylonas, Imad Abdallah, Eleni N. Chatzi

CoRR, 2021

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

2020

Bayesian graph neural networks for strain-based crack localization.

Charilaos Mylonas, George Tsialiamanis, Keith Worden, Eleni N. Chatzi

CoRR, 2020

Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets.

Charilaos Mylonas, Eleni N. Chatzi

CoRR, 2020

2017

Multiscale Surrogate Modeling and Uncertainty Quantification for Periodic Composite Structures.

Mylonas Charilaos, Valentin Bemetz, Eleni N. Chatzi

CoRR, 2017

2014

Analysis of networking characteristics of different personality types.

Mylonas Charilaos

CoRR, 2014