3.1k citations · 12.5k across the 87 of their papers we have counts for
88 papers
Enabling quantum communication in ultra-large-scale networks
Filippo Radicchi
The recent development of small-scale quantum networks poses the question of whether such a technology could also operate at scale in the futuristic Quantum Internet. The question…
Network community detection via neural embeddings
Sadamori Kojaku, Filippo Radicchi, Yong-Yeol Ahn +1
Recent advances in machine learning research have produced powerful neural graph embedding methods, which learn useful, low-dimensional vector representations of network data. Thes…
Epidemic spreading in group-structured populations
Siddharth Patwardhan, Varun K. Rao, Santo Fortunato +1
Individuals involved in common group activities/settings -- e.g., college students that are enrolled in the same class and/or live in the same dorm -- are exposed to recurrent cont…
Heterogeneous message passing for heterogeneous networks
George T. Cantwell, Alec Kirkley, Filippo Radicchi
Message passing (MP) is a computational technique used to find approximate solutions to a variety of problems defined on networks. MP approximations are generally accurate in local…
Dynamical Methods for Target Control of Biological Networks
Thomas Parmer, Filippo Radicchi
Estimating the influence that individual nodes have on one another in a Boolean network is essential to predict and control the system's dynamical behavior, for example, detecting…
Critical avalanches of Susceptible-Infected-Susceptible dynamics in finite networks
Daniele Notarmuzi, Alessandro Flammini, Claudio Castellano +1
We investigate the avalanche temporal statistics of the Susceptible-Infected-Susceptible (SIS) model when the dynamics is critical and takes place on finite random networks. By con…