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Schematic illustration of the fictitious speedup by configuration exchanges for a two-state system. (a) The potential energy of the system; (b) free energy at a high (solid line) and a low (dotted line) temperatures; (c) the correct probability distributions at the two temperatures; (d) an example of incorrect probability distributions obtained with a short replica exchange simulation, where the two distributions are complementary to each other.
