We developed a modified center of excess charge (CEC) method, based on previous work by Li and Swanson, 100 to estimate the diffusion of protons on charged graphanol. Our CEC method is a classical surrogate for the position of the proton that tracks the position of O atoms with two H nearest neighbors, thus estimating the location of charge centers (r CEC ).