My background is about molecular simulations as my bachelor, master, and doctoral thesis were based on the development of non-polarizable potentials for electrolyte solutions. Thanks to my background, I developed programming skills that helps me in my research interests in machine learning and its applications to molecular simulations. My project in Oslo is focused on the use of machine learning regression models to approximate the complex interactions between particles to understand the erosion of mineral rocks at molecular levels.