- Design optimisation & automation
- Machine learning & deep learning
- Computer aided design
- Geometry generation
My research typically focuses on the application of machine learning techniques to the design optimisation of aerospace systems. This includes the automatic creation of engineering geometry, prediction of simulation outputs as well as the development of fundamental machine learning techniques.