Self-organized criticality in the intermediate phase of rigidity percolation

TL;DR

This paper demonstrates that the intermediate phase in rigidity percolation exhibits self-organized criticality, maintaining a critical state with scale-invariant properties, influenced by microscopic perturbations, and consistent with experimental observations.

Contribution

It reveals that the intermediate phase in a lattice model shows self-organized criticality, with implications for understanding rigidity in glass networks.

Findings

Microscopic perturbations can alter macroscopic rigidity.

Rigid cluster sizes follow a power-law distribution.

The system remains at a critical boundary throughout the phase.

Abstract

Experimental results for covalent glasses have highlighted the existence of a new self-organized phase due to the tendency of glass networks to minimize internal stress. Recently, we have shown that an equilibrated self-organized two-dimensional lattice-based model also possesses an intermediate phase in which a percolating rigid cluster exists with a probability between zero and one, depending on the average coordination of the network. In this paper, we study the properties of this intermediate phase in more detail. We find that microscopic perturbations, such as the addition or removal of a single bond, can affect the rigidity of macroscopic regions of the network, in particular, creating or destroying percolation. This, together with a power-law distribution of rigid cluster sizes, suggests that the system is maintained in a critical state on the rigid/floppy boundary throughout the intermediate phase, a behavior similar to self-organized criticality, but, remarkably, in a thermodynamically equilibrated state. The distinction between percolating and non-percolating networks appears physically meaningless, even though the percolating cluster, when it exists, takes up a finite fraction of the network. We point out both similarities and differences between the intermediate phase and the critical point of ordinary percolation models without self-organization. Our results are consistent with an interpretation of recent experiments on the pressure dependence of Raman frequencies in chalcogenide glasses in terms of network homogeneity.