3 papers
physics.soc-ph2026
Multilayer network science: theory, methods, and applications
Alberto Aleta, Andreia Sofia Teixeira, Guilherme Ferraz de Arruda +14
Multilayer network science has emerged as a central framework for analysing interconnected and interdependent complex systems. Its relevance has grown substantially with the increa…
physics.soc-ph2025
Restoring Network Evolution from Static Structure
Jiu Zhang, Zhanwei Du, Hongwei Hu +6
The dynamical evolution of complex networks underpins the structure-function relationships in natural and artificial systems. Yet, restoring a network's formation from a single sta…
physics.soc-ph2025
Efficient Gillespie algorithms for spreading phenomena in large and heterogeneous higher-order networks
Hugo P. Maia, Wesley Cota, Yamir Moreno +1
Higher-order interactions, where groups of nodes interact collectively rather than pairwisely, are central to many complex systems, from neural and ecological networks to social co…