Los Alamos National Laboratory, Los Alamos, NM 87545, USA.
Philos Trans A Math Phys Eng Sci. 2010 Apr 13;368(1916):1547-60. doi: 10.1098/rsta.2009.0218.
Atomistic methods, such as molecular dynamics and direct simulation Monte Carlo, constitute a powerful and growing set of techniques for fluid-dynamics simulation. The more fundamental nature of such methods, which exhibit nonlinear transport effects and small-scale fluctuations, extends their modelling accuracy to a significantly wider range of scales and regimes than the more traditional Navier-Stokes-based continuum fluid-simulation techniques. In this paper, we describe the current state of the art in atomistic fluid simulation, from both a theoretical and a computational standpoint, and outline the advantages and limitations of such methods. In addition, we present an overview of some recent atomistic-simulation results on fluid instabilities and on the physical scaling of atomistic techniques. Finally, we suggest possible avenues of future research in the field.
原子方法,如分子动力学和直接模拟蒙特卡罗方法,构成了强大且不断发展的流体动力学模拟技术集。这些方法的更基本性质表现出非线性输运效应和小尺度波动,将其建模精度扩展到比更传统的基于纳维-斯托克斯的连续体流体模拟技术更广泛的尺度和范围。在本文中,我们从理论和计算的角度描述了原子流体模拟的当前技术水平,并概述了这些方法的优缺点。此外,我们还介绍了一些关于流体不稳定性和原子技术物理缩放的最新原子模拟结果概述。最后,我们提出了该领域未来研究的可能途径。