Related Experiment Video
Updated: Aug 26, 2026

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline
Published on: December 7, 2021
Oscillatory epidemic prevalence in growing scale-free networks
Yukio Hayashi1, Masato Minoura, Jun Matsukubo
1Japan Advanced Institute of Science and Technology, Ishikawa 923-1292, Japan.
Abstract:
We study the persistent epidemic prevalence with oscillatory behavior and the extinction of computer viruses via e-mails on a contact relational network growing with new users, for which scale-free structure is estimated from real data. Typical oscillatory phenomenon is simulated in a stochastic model for the execution and detection of viruses. The conditions of extinction by random and targeted immunizations for hubs are derived through bifurcation analysis for simpler deterministic models by using a mean-field approximation without the connectivity correlations. We can qualitatively understand the mechanisms of the spread in linearly growing scale-free networks.
More Related Videos
Related Concept Videos
Exponential Equations for Modeling Growth
Population Growth
Modeling with Differential Equations
Exponential Growth
Current Growth And Decay In RL Circuits
Limits with Oscillating Discontinuities

