36 citations · 36 across the 3 of their papers we have counts for
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physics.soc-ph2026
Missing links prediction: comparing machine learning with physics-rooted approaches
Francesca Santucci, Giulio Cimini, Tiziano Squartini
An active research line within the broader field of network science is the one concerning link prediction. Close in scope to network reconstruction, link prediction targets specifi…
physics.soc-ph2022★ 36 cited
Laplacian paths in complex networks: information core emerges from entropic transitions
Pablo Villegas, Andrea Gabrielli, Francesca Santucci +2
Complex networks usually exhibit a rich architecture organized over multiple intertwined scales. Information pathways are expected to pervade these scales reflecting structural ins…