fanjingfang/Epidemic:COSREF — Code for "Community structure–regulation coupling reveals optimal information diffusion"

COSREF — Code for "Community structure–regulation coupling reveals optimal information diffusion"

Code accompanying the manuscript submitted to Nature Communications.

Contents

• C++ code: Monte Carlo simulations of threshold-based contagion on modular networks
• Python code: Tree-like (TL) approximation, phase diagram computation, and figure generation

Features

• Supports Poisson (ER), Scale-Free (SF), and Random-Regular (RR) network topologies
• Intra- and inter-community regulation parameters (ω_intra, ω_inter)
• Optimal intervention domain identification
• Validation on real-world networks (Friendster, YouTube, Orkut from SNAP)

Requirements

• C++11 or later
• Python 3.x with NumPy, SciPy, Matplotlib

Data

Real-world network data are publicly available from SNAP.