Crystallization and topology-induced dynamical heterogeneities in soft granular clusters

TL;DR

This study investigates how internal structural changes and topology influence the dynamic heterogeneities in soft granular clusters, revealing crystallization, melting, and heterogeneity driven by external flow and interface constraints.

Contribution

It introduces new machine learning tools to analyze internal rearrangements and uncovers the role of topology and phase transitions in heterogeneity within soft granular clusters.

Findings

Interior grains exhibit different dynamics than rim grains.

Rim acts as an elastic membrane with less frequent rearrangements.

Structural heterogeneity arises from topological constraints and phase transitions.

Abstract

Soft-granular media, such as dense emulsions, foams or tissues, exhibit either fluid- or solid-like properties depending on the applied external stresses. Whereas bulk rheology of such materials has been thoroughly investigated, the internal structural mechanics of finite soft-granular structures with free interfaces is still poorly understood. Here, we report the spontaneous `crystallization' and `melting' inside a model soft granular cluster -- a densely packed aggregate of $N\sim 30-40$ droplets engulfed by a fluid film -- subject to a varying external flow. We develop new machine learning tools to track the internal rearrangements in the quasi-2D cluster as it transits a sequence of constrictions. As the cluster relaxes from a state of strong mechanical deformations, we find differences in the dynamics of the grains within the interior of the cluster and those at its rim, with the latter experiencing larger deformations and less frequent rearrangements, effectively acting as an elastic membrane around a fluid-like core. We conclude that the observed structural-dynamical heterogeneity results from an interplay of the topological constrains, due to the presence of a closed interface, and the internal solid-fluid transitions. We discuss universality of such behavior in various types of finite soft granular structures, including biological tissues.