118 citations · 179 across the 5 of their papers we have counts for
7 papers
Emergence of geometric Turing patterns in complex networks
Jasper van der Kolk, Guillermo García-Pérez, Nikos E. Kouvaris +2
Turing patterns, arising from the interplay between competing species of diffusive particles, has long been an important concept for describing non-equilibrium self-organization in…
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…
Soft communities in similarity space
Guillermo García-Pérez, M. Ángeles Serrano, Marián Boguñá
The model has been a central geometric model in the development of the field of network geometry. It has been mainly studied in its homogeneous regime, in which angu…
Multiscale unfolding of real networks by geometric renormalization
Guillermo García-Pérez, Marián Boguñá, M. Ángeles Serrano
Multiple scales coexist in complex networks. However, the small world property makes them strongly entangled. This turns the elucidation of length scales and symmetries a defiant c…
The hidden hyperbolic geometry of international trade: World Trade Atlas 1870-2013
Guillermo García-Pérez, Marián Boguñá, Antoine Allard +1
Here, we present the World Trade Atlas 1870-2013, a collection of annual world trade maps in which distance combines economic size and the different dimensions that affect internat…
Regulation of burstiness by network-driven activation
Guillermo García-Pérez, Marián Boguñá, M. Ángeles Serrano
We prove that complex networks of interactions have the capacity to regulate and buffer unpredictable fluctuations in production events. We show that non-bursty network-driven acti…