# Accelerated optimization in deep learning with a proportional-integral-derivative controller

> Research article (Nature Communications, 2024) · cited 24× · AI/ML

**Wikidata**: [openalex:W4404737675](https://www.wikidata.org/wiki/openalex:W4404737675)  
**Source**: https://4ort.xyz/entity/accelerated-optimization-in-deep-learning-with-a-proportional-integral-derivative-controller