The document presents a first principles study of the interaction between small molecules and graphene supported on metal substrates, focusing on the electronic structure of the graphene/ni(111) interface and the impact of water molecule adsorption. It employs density functional theory (DFT) to calculate binding energies and analyzes how various factors, such as substrate type and mechanical strain, can modify the band gap of graphene. Future research plans include exploring electronic structure variations in different substrate materials and the corrosion control properties of graphene-coated materials.