up to the melting point of the material, there is an equilibrium concentration (ratio of vacant lattice sites to those containing atoms). At the melting point of some metals the ratio can be approximately 1:1000. This temperature dependence can be modelled by

where is the vacancy concentration, is the energy required for vacancy formation, is the Boltzmann constant, is the absolute temperature,