as a physical interpretation of the information differences introduced in Eq. ( ). To estimate the reference and refined weights, and thus the reduced energy differences, we do not need to calculate any partition functions. On the contrary, we actually numerically estimate the free-energy difference and thus the log-ratio of partition functions. For two different force fields, we can estimate the free-energy difference from the KL divergence using Eqs. ( ) and ( ),