# Tight Bounds on the Convergence of Noisy Random Circuits to the Uniform Distribution

> Research article (PRX Quantum, 2022) · cited 47× · AI/ML

**Wikidata**: [openalex:W4312205426](https://www.wikidata.org/wiki/openalex:W4312205426)  
**Source**: https://4ort.xyz/entity/tight-bounds-on-the-convergence-of-noisy-random-circuits-to-the-uniform-distribution