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    Solving Lyapunov equations for electrically driven ternary electrolytes: Application to long-range van der Waals interactions

    Guangle Du1, Bing Miao1,*, and David S. Dean2,3,†

    • *Contact author: bmiao@ucas.ac.cn
    • †Contact author: david.dean@u-bordeaux.fr

    Phys. Rev. E 112, 024141 – Published 28 August, 2025

    DOI: https://doi.org/10.1103/dltf-61pc

    Abstract

    Stochastic density-functional theory (SDFT) has been widely used to study the out-of-equilibrium properties of electrolyte solutions. Examples include investigations of electrical conductivity—both within and beyond linear response—and modifications of thermal van der Waals interactions in driven electrolytes. Within the approximation scheme derived from linearizing SDFT for fluctuations around mean densities, the steady-state correlation functions between the N ionic species are governed by linear Lyapunov equations of degree N(N+1)/2. Consequently, the system's complexity increases significantly when transitioning from binary to ternary electrolytes, and few analytical results exist for the latter. In this paper, we demonstrate how—for the specific case of electrolytes—the Lyapunov equations can be reduced to a system of N linear equations. We apply this reduction to compute the long-range component of the van der Waals interaction between two slabs containing a ternary electrolyte under an applied electric field parallel to the slabs. Unlike the binary electrolyte case, we show that the resulting van der Waals interaction for a ternary electrolyte depends on the ionic species' diffusion coefficients, highlighting its inherently out-of-equilibrium nature.

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