Machine learning and computational mechanics for the modelling and design of novel photonic systems, metamaterials and nanostructures.
Mathematical modeling, adaptive discretizations, and efficient numerical nonlinear and linear solutions of novel problems in optical systems.
Theoretical and computational investigations of multi-physics and multi-scale problems in nonlinear optical systems.