. An ensemble of five such values is then bootstrapped to calculate the mean which is used as the final value in equation 2. Each bootstrapping provides an estimate in the uncertainty, as a SEM, of the gradient in each alchemical window, σ 2 (λ), which is propagated as follows to give a total estimate of the uncertainty in each ∆G calculation