Dahirel Vincent, Zhao Xudong, Jardat Marie
Sorbonne Universités, UPMC Univ Paris 06, CNRS, UMR 8234, PHENIX, F-75005 Paris, France.
Phys Rev E. 2016 Aug;94(2-1):023317. doi: 10.1103/PhysRevE.94.023317. Epub 2016 Aug 30.
We applied the multiparticle collision dynamics (MPC) simulation technique to highly asymmetric electrolytes in solution, i.e., charged nanoparticles and their counterions in a solvent. These systems belong to a domain of solute size which ranges between the electrolyte and the colloidal domains, where most analytical theories are expected to fail, and efficient simulation techniques are still missing. MPC is a mesoscopic simulation method which mimics hydrodynamics properties of a fluid, includes thermal fluctuations, and can be coupled to a molecular dynamics of solutes. We took advantage of the size asymmetry between nanoparticles and counterions to treat the coupling between solutes and the solvent bath within the MPC method. Counterions were coupled to the solvent bath during the collision step and nanoparticles either through a direct interaction force or with stochastic rotation rules which mimic stick boundary conditions. Moreover, we adapted the simulation procedure to address the issue of the strong electrostatic interactions between solutes of opposite charges. We show that the short-ranged repulsion between counterions and nanoparticles can be modeled by stochastic reflection rules. This simulation scheme is very efficient from a computational point of view. We have also computed the transport coefficients for various densities. The diffusion of counterions was found in one case to increase slightly with the volume fraction of nanoparticles. The deviation of the electric conductivity from the ideal behavior (solutes at infinite dilution without any direct interactions) is found to be strong.
我们将多粒子碰撞动力学(MPC)模拟技术应用于溶液中的高度不对称电解质,即溶剂中的带电纳米粒子及其抗衡离子。这些体系属于溶质尺寸介于电解质和胶体区域之间的一个领域,在该领域中,大多数分析理论预计会失效,并且仍然缺乏有效的模拟技术。MPC是一种介观模拟方法,它模拟流体的流体动力学性质,包括热涨落,并且可以与溶质的分子动力学相耦合。我们利用纳米粒子和抗衡离子之间的尺寸不对称性,在MPC方法中处理溶质与溶剂浴之间的耦合。在碰撞步骤中,抗衡离子与溶剂浴相耦合,纳米粒子则通过直接相互作用力或模仿粘性边界条件的随机旋转规则与溶剂浴相耦合。此外,我们调整了模拟程序,以解决相反电荷溶质之间强静电相互作用的问题。我们表明,抗衡离子与纳米粒子之间的短程排斥可以通过随机反射规则来建模。从计算的角度来看,这种模拟方案非常有效。我们还计算了各种密度下的输运系数。在一种情况下,发现抗衡离子的扩散随纳米粒子的体积分数略有增加。发现电导率与理想行为(无限稀释且无任何直接相互作用的溶质)的偏差很大。