Institute for Condensed Matter Physics, National Academy of Sciences of Ukraine, 1 Svientsitskii Street, Lviv 79011, Ukraine.
Department of Mechanical Engineering, University of Alberta, 9211-116 Street NW, Edmonton, Alberta T6G 1H9, Canada.
J Chem Phys. 2019 Dec 7;151(21):214102. doi: 10.1063/1.5126410.
We propose an enhanced approach to the extrapolation of mean potential forces acting on atoms of solute macromolecules due to their interactions with solvent atoms in complex biochemical liquids. It improves and extends our previous extrapolation schemes by additionally including new techniques such as an exponential scaling transformation of coordinate space with weights complemented by an automatically adjusted balancing between the least square minimization of force deviations and the norm of expansion coefficients in the approximation. The expensive mean potential forces are treated in terms of the three-dimensional reference interaction site model with Kovalenko-Hirata closure molecular theory of solvation. During the dynamics, they are calculated only after every long (outer) time interval, i.e., quite rarely to reduce the computational costs. At much shorter (inner) time steps, these forces are extrapolated on the basis of their outer values. The equations of motion are then solved using a multiple time step integration within an optimized isokinetic Nosé-Hoover chain thermostat. The new approach is applied to molecular dynamics simulations of various systems consisting of solvated organic and biomolecules of different complexity. For example, we consider hydrated alanine dipeptide, asphaltene in toluene solvent, miniprotein 1L2Y, and protein G in aqueous solution. It is shown that in all these cases, the enhanced extrapolation provides much better accuracy of the solvation force approximation than the existing approaches. As a result, it can be used with much larger outer time steps, leading to a significant speedup of the simulations.
我们提出了一种改进的方法,可以外推复杂生化液中溶质大分子原子与溶剂原子相互作用时的平均势作用力。它通过额外包含新的技术,如坐标空间的指数标度变换,以及在力偏差最小二乘最小化和逼近中扩展系数范数之间自动调整平衡之间的权重,改进和扩展了我们以前的外推方案。昂贵的平均势作用力是根据具有 Kovalenko-Hirata 封闭溶剂化分子理论的三维参考相互作用位点模型来处理的。在动力学过程中,它们仅在每一个长(外)时间间隔后进行计算,即相当罕见,以降低计算成本。在更短的(内)时间步长上,这些力基于它们的外推值进行外推。然后使用优化的等动 Nose-Hoover 链恒温器内的多重时间步积分来求解运动方程。新方法应用于不同复杂性的溶剂化有机和生物分子的各种系统的分子动力学模拟。例如,我们考虑水合丙氨酸二肽、甲苯中的沥青质、1L2Y 小蛋白和水溶液中的蛋白 G。结果表明,在所有这些情况下,增强的外推法比现有方法提供了更好的溶剂力逼近精度。因此,它可以与更大的外时间步长一起使用,从而显著加快模拟速度。