Dr. Charilaos (Harry) Mylonas
Dr. Charilaos (Harry) Mylonas
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Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets
A proposal for large-scale processing for wind turbine monitoring.
Charilaos Mylonas
,
Eleni Chatzi
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Foundations of population-based SHM, Part IV: The geometry of spaces of structures and their feature spaces
GNNs for automated embedding of structural systems to a feature space.
George Tsialiamanis
,
Charilaos Mylonas
,
Eleni Chatzi
,
Nicolaos Dervilis
,
David Wagg
,
Keith Worden
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Structural identification with physics-informed neural ordinary differential equations
Using NeuralODEs to deal with non-linear discrepancies in system identification.
Zhilu Lai
,
Charilaos Mylonas
,
Satish Nagarajaia
,
Eleni Chatzi
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Conditional variational autoencoders for probabilistic wind turbine blade fatigue estimation using Supervisory, Control, and Data Acquisition data
Using conditional latent variable models for wind farm monitoring data.
Charilaos Mylonas
,
Imad Abdallah
,
Eleni Chatzi
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