642 citations · 674 across the 18 of their papers we have counts for
19 papers
Crowding controls the scaling of bus frequency with demand
Siddharth Patwardhan, Şirag Erkol, Filippo Radicchi +1
Cities must allocate limited resources to maintain mobility, with uncertainties about the resulting state of the system. Analyzing roughly 3,000 bus routes with more than 4 billion…
Criticality and universality in network dismantling
Lorenzo Cirigliano, Claudio Castellano, Minsuk Kim +2
Identifying the smallest set of elements whose removal dismantle a complex network, known as the network dismantling problem, is a fundamental task with many practical applications…
Efficient generation of networks with minimal average shortest-path distance
Meritxell Vila-Miñana, Filippo Radicchi
Designing networks that minimize distances and satisfy structural constraints is a fundamental task across transportation, communication, and biological systems. Here, we consider…
Dynamical processes and emergent behaviors in multiplex networks
Federico Battiston, Mattia Frasca, Jesus Gómez-Gardeñes +4
Over the last two decades, network science has greatly advanced our understanding of how the collective behaviors of a complex system emerge from the interactions among its basic u…
Robustness in sparse artificial neural networks trained with adaptive topology
Bendegúz Sulyok, Gergely Palla, Filippo Radicchi +1
We investigate the robustness of sparse artificial neural networks trained with adaptive topology. We focus on a simple yet effective architecture consisting of three sparse layers…
Modeling plant disease spread via high-resolution human mobility networks
Varun K. Rao, Ryan Higgs, Hautahi Kingi +3
Human mobility plays a crucial role in the spread of human diseases, but is rarely quantified in plant disease epidemics. To address this gap, we integrate a unique, high-resolutio…