(Nonlinear) Structural Dynamics and Modal Analysis

Understanding linear and nonlinear vibration phenomena, modal interactions, resonance mechanisms, and dynamic behaviour of complex engineering structures.

Physics-informed Data-driven Dynamics

Combining physical principles and machine learning for system identification, model discovery, state estimation, and predictive modelling of dynamical systems.

Infrared Thermography for Non-destructive Testing

Developing thermal-wave imaging, virtual-wave reconstruction, and advanced thermographic signal processing for defect detection and material characterization.

Camera-based Full-field Motion Estimation and Magnification

Advancing non-contact vibration measurement through computer vision, motion magnification, and full-field dynamic reconstruction.