machine learning

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

Co-organized the Inaugural Workshops for the Data Science Community of Practice at ETH-DBAUG

established and co-organized a community of pratice for data science in engineering.

Oct 14, 2020 Online

Co-organized the Inaugural Workshops for the Data Science Community of Practice at ETH-DBAUG

UQLab User Manual—Canonical Low-Rank Approximations

Canonical LRA decomposed regression in Matlab

Katerina Konakli, Charilaos Mylonas, Stefano Marelli, Bruno Sudret

Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data

A proposal for large-scale processing for wind turbine monitoring.

Imad Abdallah, Vasilis Dentimanis, Charilaos Mylonas, Konstantinos Tatsis, Eleni Chatzi, Nicolaos Dervilis, Keith Worden, Eohan Maguire