Alice Cicirello
Scholar

Alice Cicirello

Google Scholar ID: g03r9bQAAAAJ
Head of the Data, Vibration and Uncertainty group
Uncertainty QuantificationPhysics-enhanced MLNonlinear System IdentificationDynamics
Citations & Impact
All-time
Citations
972
 
H-index
17
 
i10-index
28
 
Publications
20
 
Co-authors
14
list available
Resume (English only)
Academic Achievements
  • Specific academic achievements such as publications, awards, patents, etc., not provided.
Research Experience
  • Leading the Data, Vibration and Uncertainty (DVU) Group since 2017, which is affiliated with the University of Cambridge and collaborates with several international universities. Research strategy involves developing and integrating state-of-the-art physics-based models, laboratory experiments, monitoring, data-driven techniques, system identification, physics-enhanced machine learning, and uncertainty quantification approaches.
Education
  • Degree, school, advisor, and time information not provided.
Background
  • Research Interests: The dynamic performance of complex engineering systems, critical structures, and important functional components under manufacturing variability, uncertainty, nonlinearity, and sparse and limited information. Professional Field: Data, Vibration, and Uncertainty. Brief Introduction: Leader of the DVU Group, dedicated to addressing fundamental scientific questions and pressing challenges in engineering.
Miscellany
  • Group members are from the University of Cambridge, TU Delft, and the University of Florence. The DVU Group is part of the Dynamics and Vibration Research Group and has strong ties with the Centre for Smart Infrastructure and Construction and the Centre for Climate Repair.