My research interests lie in analysis and study of nonlinear models in physical systems. Most of my work has been in applications of nonlinear and geometric methods to physical systems. In particular, I am interested in
- Machine learning in Hamiltonian systems, with applications to continuum mechanics and space dynamics
- Geometric mechanics
- Non-holonomic systems analysis and control
- Renewable energy
- Stochastic differential equations, with applications to mechanics and social sciences