Charilaos Mylonas

Structural identification with physics-informed neural ordinary differential equations

Zhilu Lai, Charilaos Mylonas, Satish Nagarajaiah et al. · Journal of Sound and Vibration · 2021 · 206 citations · Full text

Engineering, Mathematics, Physics +14

Foundations of population-based SHM, Part IV: The geometry of spaces of structures and their feature spaces

G. Tsialiamanis, Charilaos Mylonas, Eleni Chatzi et al. · Mechanical Systems and Signal Processing · 2021 · 55 citations · Full text

Computing, Computer Science, Mathematics +6

Conditional variational autoencoders for probabilistic wind turbine blade fatigue estimation using Supervisory, Control, and Data Acquisition data

Charilaos Mylonas, Imad Abdallah, Eleni Chatzi · Wind Energy · 2021 · 51 citations · Full text

Engineering, Computational Engineering, Mechanical Engineering +16

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

Charilaos Mylonas, Eleni Chatzi · Sensors · 2021 · 12 citations · Full text

Computing, Computer Science, Systems Engineering +17