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ETH Zurich Contributions to ReCharged MSCA Staff Exchanges
Members of the Chair of Structural Mechanics and Monitoring at ETH Zurich, including Konstantinos Vlachas, Kyriakos Chondrogiannis, and Marcus Haywood-Alexander, are actively participating in the ReCharged MSCA Staff Exchanges program. Their efforts contribute to advancing critical asset resilience through cutting-edge research and international collaboration.
New publication by Weil Liu: Innovative Input Estimation Framework Published in MSSP
Our group at the Singapore-ETH Centre (SEC) and the SMM Group at ETH Zurich presents a novel framework for input estimation in monitored systems using Imitation Learning from Observation (ILfO). Published in MSSP, the method reformulates input estimation as a Partially Observable Markov Decision Process (POMDP), integrating both known and learned dynamics. Validated through simulations and real-world experiments, it marks a significant step in advancing structural monitoring.