Research Focus
Vibration, dynamics and data-informed mechanical systems
Research spanning nonlinear vibration, energy harvesting, rotating machinery, structural dynamics, and physics-informed methods for modeling, monitoring and prognostics.
Nonlinear Vibration & Structural DynamicsModeling, analysis and control of linear and nonlinear mechanical systems, including bistable and vibration-isolation structures. | Piezoelectric Energy HarvestingDesign and nonlinear dynamics of piezoelectric harvesters for converting ambient vibration into usable electrical energy. |
Rotordynamics & Bearing PrognosticsDynamic behavior and condition monitoring of rotating machinery, with emphasis on bearing fault diagnosis and remaining useful life (RUL) prediction. | Physics-Informed Machine LearningPhysics-informed neural networks (PINNs) and hybrid physics–data models for vibration analysis, inverse problems and system identification. |
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