Areas of expertise
I teach computational science courses for the MSc programme in Materials Engineering. I also teach the interdisciplinary MSc course "Machine Learning for Materials Science".
My research focuses of first-principles simulations of advanced materials, with the objective to optimize their functional properties and performance in devices. The latest algorithms from computer science and artificial intelligence allow me to pursue data-smart approaches to materials design. In addition to materials science, physics and chemistry research, I have implemented data-driven solutions across disciplines, from aerosol research to chemical engineering bio-based materials, from computation to experiment.