Bulk structural informations from density functionals for patchy particles
arXiv:1811.09388 · doi:10.1063/1.5064780
Abstract
We investigate bulk structural properties of tetravalent associating particles within the framework of classical density functional theory, building upon Wertheim's thermodynamic perturbation theory. To this end, we calculate density profiles within an effective test-particle geometry and compare to radial distribution functions obtained from computer simulations. We demonstrate that a modified version of the functional proposed by Yu and Wu [J. Chem. Phys. 116, 7094 (2002)] based on fundamental measure theory for hard spheres produces accurate results, although the functional does not satisfy the exactly known low-density limit. However, at low temperatures where particles start to form an amorphous tetrahedral network, quantitative differences between simulations and theory emerge due to the absence of geometrical informations regarding the patch arrangement in the latter. Indeed, here we find that the theory fits better to simulations of the floating-bond model [J. Chem. Phys. 127, 174501 (2007)], which exhibits a weaker tetrahedral order due to more flexible bonds between particles. We also demonstrate that another common density functional approach by Segura \textit{et al.} [Mol. Phys. 90, 759 (1997)] fails to capture fundamental structural properties.
References in corpus (12)
- Strong scaling of general-purpose molecular dynamics simulations on GPUs
- Phase diagram of patchy colloids: towards empty liquids
- Density functional theory for hard-sphere mixtures: the White-Bear version Mark II
- Theoretical and numerical study of the phase diagram of patchy colloids: ordered and disordered patch arrangements
- On the possibility of extending the Nore-Frenkel generalized law of correspondent states to non-isotropic patchy interactions
- Equilibrium gels of limited valence colloids
- The standard mean-field treatment of inter-particle attraction in classical DFT is better than one might expect
- Multivalent Ion-Activated Protein Adsorption Reflecting Bulk Reentrant Behavior
- Properties of patchy colloidal particles close to a surface: a Monte Carlo and density functional study
- Dynamical density functional theory for dense suspensions of colloidal hard spheres
- Bulk dynamics of Brownian hard disks: Dynamical density functional theory versus experiments on two-dimensional colloidal hard spheres
- A spherical model with directional interactions: I. Static properties
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