My work is focussed on multiscale nonlinear dynamics. I combine computational methods for the numerical solution of partial differential equations, numerical stability analysis and principles of Machine Learning with analytical approaches such as asymptotic analysis, functional analysis and dynamical systems theory to solve problems in fluid dynamics.
- flow control
- free-stream coherent structures
- instabilities and transition
- large-scale structure formation
- dynamo action