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Network-based prediction of COVID-19 spread in India under migration

Implementing Organization

Indian Statistical Institute (ISI)
Principal Investigator
Dr Malay Bhattacharyya
Assistant Professor
|
Indian Statistical Institute (ISI)

About

In this project, it is aimed to predict the spread of COVID-19 in India under the assumption that migration happens between the states. The objective is to model the spread of COVID-19 in the different states of India with interstate migration allowed.

Patents

NA

Achievements

NA

Outcome / Output

It is observed that the proposed model is more intuitive than being mathematically effective. The preliminary theoretical study suggested pursuing a more robust model for understanding disease progression. This model suggests weighing the population variables. For getting more insights about the scenario, an interstate network analysis is carried out. The distance between states is defined in the form of the shortest path distance between the corresponding pair of nodes in the interstate network. With the day wise data of infected individuals of COVID-19 across the different states in India, an interstate network has been built. The nodes in these networks are states with labels denoting the count of COVID-19 patients. The initial analysis highlights that degree of a node (representing the number of COVID-19 affected individuals in a state) has a higher significance than between the centrality of that node. This is possibly because long-distance migration did not happen after the lockdown was imposed. So, the hub nodes did not get affected much.

Publications

NA
Funding Organization
Funding Organization
Department of Science and Technology (DST)
Quick Information
Focus Area
Mathematical modelling for COVID-19
Start Year
2020
Sanction Amount
₹ NA
Status
Ongoing
Contact
malaybhattacharyya@isical.ac.in
Output
No. of Research Paper
00
Technologies (If Any)
00
No. of PhD Produced
NA
No. of Patents
Filed : 00
Grant : 00
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