Konstantinos Tatsis

Konstantinos Tatsis

Senior Data Scientist
Academia
(Alumni)

Konstantinos obtained a Master's degree in Mechanical Engineering from the Technical University of Delft, Netherlands and conducted his doctoral studies in the Chair of Structural Mechanics and Monitoring at ETH Zurich with a focus on the fusion of physics-based and data-driven models for vibration-based monitoring of structural and mechanical systems. Before joining SDSC, he was a postdoctoral researcher at ETH Zurich. His research interests revolve around machine learning, uncertainty quantification, inference of probabilistic models, time series forecasting and Bayesian modeling.

Projects

LEAP

Completed
LEArning to Print – towards data-driven real-time predictions for additive manufacturing
Engineering

DAAAD_Bridges

Completed
Domain-aware-AI Augmented Design of Bridge Structures
Engineering

Publications

Apolinarska, A.; Salamanca, L.; Casas, G.; Kraus, M.; Kuhn, S.; Maissen, A.; Rust, R.; Tatsis, K. "AIXD" Available at: https://app.data-archive.ethz.ch/delivery/DeliveryManagerServlet?dps_pid=IE34426837 2024 View publication

Case Studies

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