Analysis of networking characteristics of different personality types. - Mylonas Charilaos (CoRR, 2014)

Multiscale Surrogate Modeling and Uncertainty Quantification for Periodic Composite Structures. - Mylonas Charilaos; Valentin Bemetz; Eleni N. Chatzi (CoRR, 2017)

Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets. - Charilaos Mylonas; Eleni N. Chatzi (CoRR, 2020)

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)

Relational VAE: A Continuous Latent Variable Model for Graph Structured Data. - Charilaos Mylonas; Imad Abdallah; Eleni N. Chatzi (CoRR, 2021)

Remaining Useful Life Estimation for Engineered Systems Operating under Uncertainty with Causal GraphNets. - Charilaos Mylonas; Eleni N. Chatzi (Sensors, 2021)

Machine Learning for Structural Health Assessment under Uncertainty: with applications in Wind Energy. - Charilaos Mylonas (2021)

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)