Use Bennett's method for free energy calculations
That's the conclusion that Nandou Lu, Jayant Singh, and David Kofke reach in a recent paper (
JCP 118, 2977)
Bennett's method requires an estimate of the free energy, but that can be obtained via iteration. The authors argue that even without fully optimizing the solution, the free energy produced is still better than other methods based on overlap sampling.
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