2 papers
physics.soc-ph2026
Failure detection for transport processes on networks
Edoardo Rolando, Armando Bazzani
Diffusion on complex networks is a convenient framework to simulate a great variety of transport systems. The effects of failures in the network links may be used to cascade phenom…
physics.comp-ph2025
Extending the RANGE of Graph Neural Networks: Relaying Attention Nodes for Global Encoding
Alessandro Caruso, Jacopo Venturin, Lorenzo Giambagli +3
Graph Neural Networks (GNNs) are routinely used in molecular physics, social sciences, and economics to model many-body interactions in graph-like systems. However, GNNs are inhere…