# Local single ring theorem on optimal scale

> Research article (The Annals of Probability, 2019) · cited 13× · AI/ML

**Wikidata**: [openalex:W2586290578](https://www.wikidata.org/wiki/openalex:W2586290578)  
**Source**: https://4ort.xyz/entity/local-single-ring-theorem-on-optimal-scale