Shown in Fig. of the sampling inefficiency when the MBAR weights are assigned to the samples. As shown in Eq. 5, the weight decays exponentially as the energy difference between the two Hamiltonians increases. Precisely, ∆U t is the difference in the deviations of the potential energies from their respective means, since the difference in the means can be canceled in normalization.