40 citations · 116 across the 7 of their papers we have counts for
7 papers
Unraveling higher-order dynamics in collaboration networks
David Abella, Piero Birello, Leonardo Di Gaetano +4
The interactions between individuals play a pivotal role in shaping the structure and dynamics of social systems. Complex network models have proven invaluable in uncovering the un…
Percolation and Topological Properties of Temporal Higher-order Networks
Leonardo Di Gaetano, Federico Battiston, Michele Starnini
Many complex systems that exhibit temporal non-pairwise interactions can be represented by means of generative higher-order network models. Here, we propose a hidden variables form…
Hypergraphx: a library for higher-order network analysis
Quintino Francesco Lotito, Martina Contisciani, Caterina De Bacco +6
From social to biological systems, many real-world systems are characterized by higher-order, non-dyadic interactions. Such systems are conveniently described by hypergraphs, where…
Dynamical fluctuations of random walks in higher-order networks
Leonardo Di Gaetano, Giorgio Carugno, Federico Battiston +1
Although higher-order interactions are known to affect the typical state of dynamical processes giving rise to new collective behavior, how they drive the emergence of rare events…
Lyapunov Exponents for Temporal Networks
Annalisa Caligiuri, Victor M. Eguiluz, Leonardo di Gaetano +2
By interpreting a temporal network as a trajectory of a latent graph dynamical system, we introduce the concept of dynamical instability of a temporal network, and construct a meas…
Temporal patterns of reciprocity in communication networks
Sandeep Chowdhary, Elsa Andres, Adriana Manna +3
Human communication, the essence of collective social phenomena ranging from small-scale organizations to worldwide online platforms, features intense reciprocal interactions betwe…
Maximal dispersion of adaptive random walks
Gabriele Di Bona, Leonardo Di Gaetano, Vito Latora +1
Maximum entropy random walks (MERWs) are maximally dispersing and play a key role in optimizing information spreading in various contexts. However, building MERWs comes at the cost…