My research expertise includes nanofluidic transport and two-dimensional (2D) membrane materials. Currently I am working on the development of quantum accurate machine learning interatomic potentials for performing large scale atomistic simulations on 2D materials (e.g., graphene, graphene oxide) and water. I am also working on electrochemical carbon dioxide reduction to hydrocarbons (e.g., Methane).