Regular biography
Prof. Dr. Eleni Chatzi is a Professor in the Department of Civil Engineering (CE) at ETH Zurich. Her research interests include structural engineering and building technology. Prof. Chatzi can be contacted via email at chatzi@ibk.baug.ethz.ch, and her profile page provides additional information about her work and contributions.
Scholar-generated biography
Eleni Chatzi is a Chair of Structural Mechanics & Monitoring at ETH Zurich, specializing in Structural Health Monitoring, Hybrid Modeling, Nonlinear Dynamics, and Data-driven Diagnosis & Prognosis. Her research focuses on developing advanced methods for structural system identification, state estimation, and fault diagnosis using data-driven and physics-informed approaches. She explores the integration of machine learning, Kalman filters, and Bayesian methods to enhance the reliability and accuracy of structural health monitoring systems. Her work addresses challenges in nonlinear dynamics, operational variability, and real-time monitoring of critical infrastructure, with applications in wind turbines, bridges, and historic structures.