01
Aeroelasticity & Fluid–Structure Interaction
Nonlinear dynamics of very flexible wings - parametric and physics-informed models of the Pazy wing benchmark, flared hinged wingtips, and geometrically exact beams.
Mario A. Sinani · Dept. of Aeronautics · Imperial College London
Research.
Four areas of the work: the nonlinear dynamics of very flexible structures in a flow, the data-driven methods that model them, the control laws that act on them, and the systems theory that connects the three.
02
Machine Learning
Physics-informed, data-driven methods for scientific model discovery - learning dynamics that respect the structure of the governing equations.
03
Control
Nonlinear and predictive control - from semidefinite-programming bounds on modal energy transfer to event-triggered visual servoing for multirotor UAVs.
04
Dynamical Systems
Analysis of high-order nonlinear systems: stability, energy transfer, and reduced-order structure in systems coupling flow and elasticity.