3 papers
physics.soc-ph2024
Diffusion on assortative networks: from mean-field to agent-based, via Newman rewiring
L. Di Lucchio, G. Modanese
In mathematical models of epidemic diffusion on networks based upon systems of differential equations, it is convenient to use the Heterogeneous Mean Field approximation (HMF) beca…
physics.gen-ph2024
The Bass diffusion model: agent-based implementation on arbitrary networks
L. Di Lucchio, G. Modanese
We show how the combined use of the free software packages networkX and NetLogo allows to implement quickly and with large flexibility agent-based network simulations of the classi…
physics.gen-ph2023
Generation of scale-free assortative networks via Newman rewiring for simulation of diffusion phenomena
L. Di Lucchio, G. Modanese
By collecting and expanding several numerical recipes developed in previous work, we implement an object-oriented Python code, based on the networkX library, for the realization of…