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气泡成核的热力学和动力学:模拟方法。

Thermodynamics and kinetics of bubble nucleation: simulation methodology.

机构信息

School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, New York 14853, USA.

出版信息

J Chem Phys. 2012 Aug 21;137(7):074109. doi: 10.1063/1.4745082.

Abstract

The simulation of homogeneous liquid to vapor nucleation is investigated using three rare-event algorithms, boxed molecular dynamics, hybrid umbrella sampling Monte Carlo, and forward flux sampling. Using novel implementations of these methods for efficient use in the isothermal-isobaric ensemble, the free energy barrier to nucleation and the kinetic rate are obtained for a Lennard-Jones fluid at stretched and at superheated conditions. From the free energy surface mapped as a function of two order parameters, the global density and largest bubble volume, we find that the free energy barrier height is larger when projected over bubble volume. Using a regression analysis of forward flux sampling results, we show that bubble volume is a more ideal reaction coordinate than global density to quantify the progression of the metastable liquid toward the stable vapor phase and the intervening free energy barrier. Contrary to the assumptions of theoretical approaches, we find that the bubble takes on cohesive non-spherical shapes with irregular and (sometimes highly) undulating surfaces. Overall, the resulting free energy barriers and rates agree well between the methods, providing a set of complementary algorithms useful for studies of different types of nucleation events.

摘要

使用三种稀有事件算法(盒装分子动力学、混合伞状抽样蒙特卡罗和正向通量抽样)研究均相液体到蒸汽成核的模拟。通过对这些方法的新颖实现,以有效地用于等温和等压系综中,获得了拉伸和过热条件下 Lennard-Jones 流体成核的自由能势垒和动力学速率。从映射为两个序参量(全局密度和最大气泡体积)的自由能表面来看,我们发现当投影到气泡体积上时,自由能势垒高度更大。通过正向通量抽样结果的回归分析,我们表明气泡体积比全局密度更适合作为反应坐标,以量化亚稳液体向稳定气相的演变以及中间的自由能势垒。与理论方法的假设相反,我们发现气泡具有有凝聚力的非球形形状,表面不规则且(有时高度)波动。总体而言,这些方法之间的自由能势垒和速率非常吻合,为研究不同类型的成核事件提供了一组互补的算法。

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