A classical density functional theory for solvation across length scales
arXiv:2402.02873 · doi:10.1063/5.0223750
Abstract
A central aim of multiscale modeling is to use results from the Schrödinger Equation to predict phenomenology on length scales that far exceed those of typical molecular correlations. In this work, we present a new approach rooted in classical density functional theory (cDFT) that allows us to accurately describe the solvation of apolar solutes across length scales. Our approach builds on the Lum-Chandler-Weeks (LCW) theory of hydrophobicity [K. Lum et al., J. Phys. Chem. B 103, 4570 (1999)] by constructing a free energy functional that uses a slowly-varying component of the density field as a reference. From a practical viewpoint, the theory we present is numerically simpler and generalizes to solutes with soft-core repulsion more easily than LCW theory. Furthermore, by assessing the local compressibility and its critical scaling behavior, we demonstrate that our LCW-style cDFT approach contains the physics of critical drying, which has been emphasized as an essential aspect of hydrophobicity by recent theories. As our approach is parameterized on the two-body direct correlation function of the uniform fluid and the liquid-vapor surface tension, it straightforwardly captures the temperature dependence of solvation. Moreover, we use our theory to describe solvation at a first-principles level, on length scales that vastly exceed what is accessible to molecular simulations.
Main: 11 pages, 4 figures. SI: 27 pages, 13 figures
References in corpus (13)
- Canonical sampling through velocity-rescaling
- Molecular Density Functional Theory of Water
- A unified description of hydrophilic and superhydrophobic surfaces in terms of the wetting and drying transitions of liquids
- Interplay of local hydrogen-bonding and long-ranged dipolar forces in simulations of confined water
- The Local Compressibility of Liquids near Non-Adsorbing Substrates: A Useful Measure of Solvophobicity and Hydrophobicity?
- Critical Drying of Liquids
- Quantifying density fluctuations in water at a hydrophobic surface: evidence for critical drying
- Local molecular field theory for the treatment of electrostatics
- Neural functional theory for inhomogeneous fluids: Fundamentals and applications
- Scalar fundamental measure theory for hard spheres in three dimensions. Application to hydrophobic solvation
- Drying and Wetting Transitions of a Lennard-Jones Fluid: Simulations and Density Functional Theory
- Density depletion and enhanced fluctuations in water near hydrophobic solutes: identifying the underlying physics
- Solvation in atomic liquids: connection between Gaussian field theory and density functional theory
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