3 papers
physics.soc-ph2026
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…
physics.soc-ph2024
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…
physics.soc-ph2024
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…