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physics.soc-ph2026
Distance Backbones Optimize Spreading Dynamics and Centrality Ranks in the Sparsification of Complex Networks
Bernardo Pereira, Felipe Xavier Costa, Luís M. Rocha
Detailed network models of social, biological and other complex systems are often dense, which increases their computational complexity in simulations and analysis. To address this…
physics.soc-ph2021★ 3 cited
Entropic Dynamics of Networks
Felipe Xavier Costa, Pedro Pessoa
Here we present the entropic dynamics formalism for networks. That is, a framework for the dynamics of graphs meant to represent a network derived from the principle of maximum ent…