# Cycle-based signal timing with traffic flow prediction for dynamic environment

> Research article (Physica A Statistical Mechanics and its Applications, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4377832175](https://www.wikidata.org/wiki/openalex:W4377832175)  
**Source**: https://4ort.xyz/entity/cycle-based-signal-timing-with-traffic-flow-prediction-for-dynamic-environment