between the force fields of the two Boltzmann distributions p(x) and q(x). Importantly, these energy differences are uniquely determined because additive constants in the energies cancel in the Boltzmann distributions due to normalization. Consequently, for Boltzmann distributions the KL divergence can be written as an average of the reduced energy difference