[HTML][HTML] Reduced Order Modeling conditioned on monitored features for response and error bounds estimation in engineered systems

K Vlachas, T Simpson, A Garland, DD Quinn… - … Systems and Signal …, 2025 - Elsevier
Abstract Reduced Order Models (ROMs) form essential tools across engineering domains
by virtue of their function as surrogates for computationally intensive digital twinning …

[HTML][HTML] Tendon Anomaly Identification in Prestressed Concrete Beams Based on an Advanced Monitoring MEMS and Data-Driven Detection of Structural Damage

G de Alteriis, G Mariniello, T Pastore… - Sensors (Basel …, 2025 - pmc.ncbi.nlm.nih.gov
The growing importance of state assessments in civil engineering has led to intensive
research into the development of damage identification methods based on vibrations …

Virtualization of parametric dynamical systems through uncertainty-aware reduced order modeling

K Vlachas - 2024 - research-collection.ethz.ch
In the modern era of digital transformation recent advancements have given rise to the
concept of twinning, that is, the development of digital representations of physical assets and …