# SIR-PID: A Proportional–Integral–Derivative Controller for COVID-19 Outbreak Containment

> Research article (Physics, 2021) · cited 14× · AI/ML

**Wikidata**: [openalex:W3177137682](https://www.wikidata.org/wiki/openalex:W3177137682)  
**Source**: https://4ort.xyz/entity/sir-pid-a-proportionalintegralderivative-controller-for-covid-19-outbreak-containment