19 citations · 20 across the 5 of their papers we have counts for
5 papers · 1 filter
Latent geometry organizes higher-order interactions
Berné L. Nortier, Jasper van der Kolk, Robert Jankowski +4
Higher-order structures offer a natural representation of complex systems that involve interactions between groups of different sizes. A widespread feature of their higher-order st…
Geometric renormalization of weighted networks
Muhua Zheng, Guillermo García-Pérez, Marián Boguñá +1
The geometric renormalization technique for complex networks has successfully revealed the multiscale self-similarity of real network topologies and can be applied to generate repl…
The D-Mercator method for the multidimensional hyperbolic embedding of real networks
Robert Jankowski, Antoine Allard, Marián Boguñá +1
One of the pillars of the geometric approach to networks has been the development of model-based mapping tools that embed real networks in its latent geometry. In particular, the t…
Geometric description of clustering in directed networks
Antoine Allard, M. Ángeles Serrano, Marián Boguñá
First principle network models are crucial to make sense of the intricate topology of real complex networks. While modeling efforts have been quite successful in undirected network…
Geometric correlations mitigate the extreme vulnerability of multiplex networks against targeted attacks
Kaj-Kolja Kleineberg, Lubos Buzna, Fragkiskos Papadopoulos +2
We show that real multiplex networks are unexpectedly robust against targeted attacks on high degree nodes, and that hidden interlayer geometric correlations predict this robustnes…