Project involves:
-
Mathematical modeling of the spread of a pandemic in a population considering the case of SEIR Model (Suspectible-Exposed-Infected-Recovered) over a contact network.
-
Creating of the Monte Carlo simulation of the mathematical model for numerical analysis.
-
Creating a web demo of the spread of pandemic in a network using HTML, CSS and JavaScript.
Project Members: Vaibhav Mishra | Muzzafer Ali | Abhinav Pandey | Kunal Jangid
Project Duration : 1 October,2020 - 1 Nov,2020.
Please like the project if you find it helpful. Checklist:
1- Mathematical Model - Completed
2- Monte Carlo Simulation- Completed
3- Web Demonstration - Completed
Project Instructions:
- To understand the mathematics, refer to the mathematical-model.pdf.
- The simulation is done on two graphs, first graph is a random contact network graph based on SEIR Model, the simulation for which can be found at plots_random.ipynb.
- The simulation for the second graph can be found at plots-gaussian.ipynb where a gaussian graph is used to create a contact network and plots are plotted.
- the simulation is done using monte carlo and the code is written in python.
- A web interface is designed for visualizing the progress of spread of pandemic in a contact network written in CSS, HTML anf JavaScript present in simulation folder.
Simulation for SEIR Model on Contact Network
Graph Plot of the simulation
Simulation for gaussian distribution of Contact Network
Graph plot for the simulation
