“…(Note that although B k(γ) th also depends on the force, it depends only on the force acting on a single bead, and hence, its cost is negligible for large P.) It should be emphasized, however, that gradient-and Hessian-dependent parts of virial estimators can be calculated by finite difference, without the need to evaluate the gradient or Hessian explicitly. For example, ⟨w, ∇V ⟩ 0 and ⟨w, ∂ 2 V/∂r 2 , w⟩ 00 are the first and second derivatives of V in the direction of w and therefore can be evaluated by finite difference using just one and two additional evaluations of V , respectively. As a result, the effective cost is only one extra potential evaluation per bead for F r,cv , one per unconstrained bead for F ‡ cv , two per unconstrained bead for (G v + F It should be emphasized that it is not necessary to evaluate these estimators after each MC step due to finite correlation lengths inherent to MC simulations.…”