Research news on Network structure

Network structure as a research area investigates the organization, topology, and functional implications of relations among entities represented as graphs or networks, encompassing nodes (vertices) and edges (links). It focuses on characterizing structural features such as degree distributions, clustering, community structure, centrality patterns, motifs, multilayer organization, and hierarchical or modular architecture, and on understanding how these features emerge and affect dynamics on networks (e.g., diffusion, robustness, synchronization). The field develops theoretical models, analytical tools, and computational methods to infer, measure, and manipulate network structure in domains such as biology, neuroscience, sociology, infrastructure, and information systems.

How to track important changes in a dynamic network

Networks can represent changing systems, like the spread of an epidemic or the growth of groups in a population of people. But the structure of these networks can change, too, as links appear or vanish over time. To better ...