1k citations · 3.7k across the 33 of their papers we have counts for
5 papers · 2 filters
Scaling up real networks by geometric branching growth
Muhua Zheng, Guillermo García-Pérez, Marián Boguñá +1
Real networks often grow through the sequential addition of new nodes that connect to older ones in the graph. However, many real systems evolve through the branching of fundamenta…
Small worlds and clustering in spatial networks
Marian Boguna, Dmitri Krioukov, Pedro Almagro-Blanco +1
Networks with underlying metric spaces attract increasing research attention in network science, statistical physics, applied mathematics, computer science, sociology, and other fi…
Mercator: uncovering faithful hyperbolic embeddings of complex networks
Guillermo García-Pérez, Antoine Allard, M. Ángeles Serrano +1
We introduce Mercator, a reliable embedding method to map real complex networks into their hyperbolic latent geometry. The method assumes that the structure of networks is well des…
Predictability of missing links in complex networks
Guillermo García-Pérez, Roya Aliakbarisani, Abdorasoul Ghasemi +1
Predicting missing links in real networks is an important problem in network science to which considerable efforts have been devoted, giving as a result a vast plethora of link pre…
The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks
Michele Starnini, Marián Boguñá, M. Ángeles Serrano
The increasing integration of world economies, which organize in complex multilayer networks of interactions, is one of the critical factors for the global propagation of economic…