Data-based Parametric Identification

Figure: Methodology steps for model updating (by F. Taddei) 

Uses real-world data and machine learning to identify structural parameters and create digital twins for monitoring. Focuses on sensor networks, data analytics, and predictive maintenance of infrastructure. 

Related Publications 

  • Taddei, F., Cebulj, S., Kao, W.T. (2025) Model Validation for Predicting Seismic Response in Low-Rise Buildings Subjected to Induced Seismicity Using Monitoring Data. Proceeding of 19. DACH Tagung für Erdbebeningenieurwesen und Baudynamik, Vienna 2025