[1] The list should not be confused with COVID-19 apps used mainly for digital contact tracing.
Note that some of the applications listed are website-only models or simulators, and some of those rely on (or use) real-time data from other sources.
Due to the high number of pre-print research created and driving by the COVID-19 pandemic,[2] especially newer models should only be considered with further scientific rigor.
[3][4] Several of these models make use of genome databases, including the following: Note: The following (additional) resources are mostly based on actual data, not simulation.
They might include predictive features, e. g. vaccination rate estimation, but in general are not based on theoretical or modeling grounds as the main list of this article.