Liquid hydrocarbons are often modelled with fixed, symmetric, atom-centred charge distributions and Lennard-Jones interaction potentials that reproduce many properties of the bulk liquid. While useful for a wide variety applications, such models cannot capture dielectric effects important in solvation, self-assembly, reactivity. The constants hydrocarbons, as methane ethane, physically arise fr...