Department of Chemical Engineering, University of Virginia, Charlottesville, Virginia 22904-4741, USA.
J Chem Phys. 2012 Mar 28;136(12):124120. doi: 10.1063/1.3697833.
We estimate the global minimum variance path for computing the free energy insertion into or deletion of small molecules from a dense fluid. We perform this optimization over all pair potentials, irrespective of functional form, using functional optimization with a two-body approximation for the radial distribution function. Surprisingly, the optimal pairwise path obtained via this method is almost identical to the path obtained using a optimized generalized "soft core" potential reported by Pham and Shirts [J. Chem. Phys. 135, 034114 (2011)]. We also derive the lowest variance non-pairwise potential path for molecular insertion or deletion and compare its efficiency to the pairwise path. Under certain conditions, non-pairwise pathways can reduce the total variance by up to 60% compared to optimal pairwise pathways. However, optimal non-pairwise pathways do not appear generally feasible for practical free energy calculations because an accurate estimate of the free energy, the parameter that is itself is desired, is required for constructing this non-pairwise path. Additionally, simulations at most intermediate states of these non-pairwise paths have significantly longer correlation times, often exceeding standard simulation lengths for solvation of bulky molecules. The findings suggest that the previously obtained soft core pathway is the lowest variance pathway for molecular insertion or deletion in practice. The findings also demonstrate the utility of functional optimization for determining the efficiency of thermodynamic processes performed with molecular simulation.
我们估计了全球最小方差路径,用于计算小分子从密集流体中插入或删除的自由能。我们使用双体近似的函数优化对所有对势进行了此优化,而与函数形式无关。通过这种方法获得的最优对路径几乎与 Pham 和 Shirts [J. Chem. Phys. 135, 034114 (2011)] 报道的优化广义“软核”势获得的路径相同。我们还推导出了分子插入或删除的最低方差非对势路径,并将其效率与对势路径进行了比较。在某些条件下,非对势途径与最优对势途径相比,总方差可降低多达 60%。然而,对于实际的自由能计算,非对势途径通常不可行,因为构建此非对势途径需要准确估计自由能,而自由能本身就是需要的参数。此外,这些非对势途径的大多数中间状态的模拟具有更长的相关时间,通常超过了用于溶解大体积分子的标准模拟长度。研究结果表明,在实践中,先前获得的软核途径是分子插入或删除的最低方差途径。研究结果还证明了功能优化在确定分子模拟中执行的热力学过程的效率方面的实用性。