215 citations · 1.8k across the 55 of their papers we have counts for
3 papers · 1 filter
On the accuracy of message-passing approaches to percolation in complex networks
Antoine Allard, Laurent Hébert-Dufresne
The Message-Passing Approach (MPA) is the state-of-the-art technique to obtain quasi-analytical predictions for percolation on real complex networks. Besides being intuitive and st…
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…
Geometric renormalization unravels self-similarity of the multiscale human connectome
Muhua Zheng, Antoine Allard, Patric Hagmann +2
Structural connectivity in the brain is typically studied by reducing its observation to a single spatial resolution. However, the brain possesses a rich architecture organized ove…