Percolation thresholds of randomly rotating patchy particles on Archimedean lattices

TL;DR

This study investigates the percolation thresholds of randomly rotating patchy particles on 11 Archimedean lattices using simulations and critical polynomial methods, revealing geometric and symmetry-dependent rules for percolation behavior.

Contribution

It provides precise estimates of percolation thresholds for various patch configurations and uncovers symmetry-based rules governing these thresholds across different lattices.

Findings

Percolation thresholds depend on lattice geometry and patch symmetry.

Threshold values for one-patch particles align with site percolation thresholds.

Identified periodic and symmetry-based rules for thresholds with multiple patches.

Abstract

We study the percolation of randomly rotating patchy particles on $11$ Archimedean lattices in two dimensions. Each vertex of the lattice is occupied by a particle, and in each model the patch size and number are monodisperse. When there are more than one patches on the surface of a particle, they are symmetrically decorated. As the proportion $\chi$ of the particle surface covered by the patches increases, the clusters connected by the patches grow and the system percolates at the threshold $\chi_c$. We combine Monte Carlo simulations and the critical polynomial method to give precise estimates of $\chi_c$ for disks with one to six patches and spheres with one to two patches on the $11$ lattices. For one-patch particles, we find that the order of $\chi_c$ values for particles on different lattices is the same as that of threshold values $p_c$ for site percolation on same lattices, which implies that $\chi_c$ for one-patch particles mainly depends on the geometry of lattices. For particles with more patches, symmetry become very important in determining $\chi_c$. With the estimates of $\chi_c$ for disks with one to six patches, by analyses related to symmetry, we are able to give precise values of $\chi_c$ for disks with an arbitrary number of patches on all $11$ lattices. The following rules are found for patchy disks on each of these lattices: (i) as the number of patches $n$ increases, values of $\chi_c$ repeat in a periodic way, with the period $n_0$ determined by the symmetry of the lattice; (ii) when $\mod(n,n_0)=0$, the minimum threshold value $\chi_{\rm min}$ appears, and the model is equivalent to site percolation with $\chi_{\rm min}=p_c$; (iii) disks with $\mod(n,n_0)=m$ and $n_0-m$ ($m<n_0/2$) share the same $\chi_c$ value.