Simulating Complex Systems with Python: How Does COVID Spread?

The spread of COVID from patient zero throughout a population is a complex system simulation problem. Learn how to model it using Python.

Use of a Modified SIRD Model to Analyze COVID-19 Data

Incorporating variant frequencies data into short-term forecasting for COVID-19 cases and deaths in the USA: a deep learning approach - eBioMedicine

ESSD - A machine learning approach to address air quality changes during the COVID-19 lockdown in Buenos Aires, Argentina

A Review of Agent-Based Model Simulation for Covid 19 Spread

jean-philippe bouchaud on LinkedIn: #complexsystems #teaching #complexity #economics #socialsciences

Full article: FACS: A geospatial agent-based simulator for analysing COVID-19 spread and public health measures on local regions

Pre‐exascale HPC approaches for molecular dynamics simulations. Covid‐19 research: A use case - Wieczór - 2023 - WIREs Computational Molecular Science - Wiley Online Library

Introducing the COVID-19 Simulator and Machine Learning Toolkit for Predicting COVID-19 Spread

Hybrid-based framework for COVID-19 prediction via federated machine learning models

Reviewing methods of deep learning for diagnosing COVID-19, its variants and synergistic medicine combinations - ScienceDirect

What are the underlying transmission patterns of COVID-19 outbreak? An age-specific social contact characterization - eClinicalMedicine

Low Transmission of Coronavirus via Aerosols during Outdoor Running Races and Athletic Events - Aerosol and Air Quality Research

IJERPH, Free Full-Text

Stochastic modelling of the effects of human-mobility restriction and viral infection characteristics on the spread of COVID-19

Simulating Covid-19 with 6 lines of code — the SIR epidemic model, by Bhaskar Krishnamachari