معرفی
Professor Elizabeth Cross is Faculty Director of Research & Innovation at the University of Sheffield's School of Mechanical, Aerospace and Civil Engineering. She holds an EPSRC Innovation Fellowship and co-directs the Laboratory for Verification and Validation, specializing in grey-box models for structural health monitoring.
Research Interests: Focuses on developing hybrid approaches combining physics-based models with machine learning for structural assessment. Special expertise in handling environmental variations in monitoring data and nonlinear system identification.
Publication Trends: Recent work emphasizes Bayesian methods and probabilistic modeling for structural dynamics, with applications ranging from bridge monitoring to manufacturing systems. Articles show strong integration of statistical learning with physical constraints.
