Connecting particle clustering and rheology in attractive particle networks
arXiv:2005.05668 · doi:10.1039/D0SM00861C
Abstract
The structural properties of suspensions and other multiphase systems are vital to overall processability, functionality and acceptance among consumers. Therefore, it is crucial to understand the intrinsic connection between the microstructure of a material and the resulting rheological properties. Here, we demonstrate how the transitions in the microstructural conformations can be quantified and correlated to rheological measurements. We find semi-local parameters from graph theory, the mathematical study of networks, to be useful in linking structure and rheology. Our results, using capillary suspensions as a model system, show that the use of the clustering coefficient, in combination with the coordination number, is able to capture not only the agglomeration of particles, but also measures the formation of groups. These phenomena are tightly connected to the rheological properties. The present sparse networks cannot be described by established techniques such as betweenness centrality.
References in corpus (4)
- Structure and dynamics of colloidal depletion gels: coincidence of transitions and heterogeneity
- Capillary suspensions: Particle networks formed through the capillary force
- Force Mobilization and Generalized Isostaticity in Jammed Packings of Frictional Grains
- Reply to "Comment on `Inference with minimal Gibbs free energy in information field theory'" by Iatsenko, Stefanovska and McClintock
Cited by in corpus (6)
- The behavior of capillary suspensions at diverse length scales: from single capillary bridges to bulk
- Enhanced contact flexibility from nanoparticles in capillary suspensions
- Hierarchical materials with interconnected pores from capillary suspensions for bone tissue engineering
- Capillary force-driven particle orientation in rod networks
- Effects of particle roughness on the rheology and structure of capillary suspensions
- Particle contact dynamics as the origin for non-integer power expansion rheology in attractive suspension networks