His research concerns quantum mechanical modelling of materials including Density functional theory of metallic hydrogen and other materials under high pressure. He also worked on Radiation material science designing radiation-resistant steels. He has also applied simulations to non-physical problems including Neolithic migration and producing predictions of the spread of COVID-19 for the UK Health Security Agency.