COVID-19 forecasting and modeling with differential equations. Contents:
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COVID-19 Forecasting: This project consists in analyzing the results of forecasting the evolution of a pandemic with three different models: SIR, SEIR and SEID, explained in the document Modelación COVID-19 from this repository. The main objective of this work is to demonstrate an application of the Euler and Runge Kutta methods to solve differential equation systems.
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COVID-19 Modeling: As a part of a larger research project, I was requested to create a compilation of viral disease infection models to compare results with a new agents-based simulation model for COVID-19 developed at the Department of Physics of the Universidad Nacional Autónoma de Méxco. The code of the agent-based model is still private, but the compilation and analysis of the differential equation based models is available in the notebook Modelos EDO VID.