Here, in our valine-alanine dipeptide system, we use BLUES with sidechain rotations to sample rotamer states for the valine sidechain and compute the populations. We compare these results with populations obtained from a separate set of umbrella sampling simulations performed with more conventional techniques in order to validate our BLUES-based approach.