Theory and simulation of electrokinetic fluctuations in electrolyte solutions at the mesoscale

被引:2
|
作者
Deng, Mingge [1 ]
Tushar, Faisal [2 ]
Bravo, Luis [3 ]
Ghoshal, Anindya [3 ]
Karniadakis, George [1 ]
Li, Zhen [2 ]
机构
[1] Brown Univ, Div Appl Math, Providence, RI 02912 USA
[2] Clemson Univ, Dept Mech Engn, Clemson, SC 29634 USA
[3] US Army Res Lab, Aberdeen Proving Ground, MD 21005 USA
基金
美国国家航空航天局; 美国国家科学基金会;
关键词
microscale transport; suspensions; general fluid mechanics; IRREVERSIBLE-PROCESSES; RECIPROCAL RELATIONS; MOLECULAR-DYNAMICS; MUTUAL DIFFUSION; COMPLEX FLUIDS; THERMODYNAMICS; ELECTROSTATICS; CHARGE; MODEL;
D O I
10.1017/jfm.2022.377
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Electrolyte solutions play an important role in energy storage devices, whose performance relies heavily on the electrokinetic processes at sub-micron scales. Although fluctuations and stochastic features become more critical at small scales, the long-range Coulomb interactions pose a particular challenge for both theoretical analysis and simulation of fluid systems with fluctuating hydrodynamic and electrostatic interactions. Here, we present a theoretical framework based on the Landau-Lifshitz theory to derive closed-form expressions for fluctuation correlations in electrolyte solutions, indicating significantly different decorrelation processes of ionic concentration fluctuations from hydrodynamic fluctuations, which provides insights for understanding transport phenomena of coupled fluctuating hydrodynamics and electrokinetics. Furthermore, we simulate fluctuating electrokinetic systems using both molecular dynamics (MD) with explicit ions and mesoscopic charged dissipative particle dynamics (cDPD) with semi-implicit ions, from which we identify that the spatial probability density functions of local charge density follow a gamma distribution at sub-nanometre scale (i.e. 0.3 nm) and converge to a Gaussian distribution above nanometre scales (i.e. 1.55 nm), indicating the existence of a lower limit of length scale for mesoscale models using Gaussian fluctuations. The temporal correlation functions of both hydrodynamic and electrokinetic fluctuations are computed from all-atom MD and mesoscale cDPD simulations, showing good agreement with the theoretical predictions based on the linearized fluctuating hydrodynamics theory.
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页数:22
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