3 papers
math.DS2026
Evolution of Conditional Entropy for Diffusion Dynamics on Graphs
Samuel Koovely, Alexandre Bovet
The modeling of diffusion processes on graphs is the basis for many network science and machine learning approaches. Entropic measures of network-based diffusion have recently been…
cs.SI2026
Conditional Entropy of Heat Diffusion on Temporal Networks
Samuel Koovely, Alexandre Bovet
Diffusion-based information-theoretic approaches provide new theoretical and practical tools to study complex networks. So far, they have not been generalized to temporal networks.…
physics.soc-ph2026
Generating temporal networks with the Ascona model
Samuel Koovely
We introduce a queueing-based sampling framework for continuous-time temporal networks. We focus on a Markovian parametrization in which link start times follow a homogeneous Poiss…