# Performance optimization of heat-exchanger with delta-wing tape inserts using machine learning

> Research article (Applied Thermal Engineering, 2022) · cited 38× · AI/ML

**Wikidata**: [openalex:W4290792304](https://www.wikidata.org/wiki/openalex:W4290792304)  
**Source**: https://4ort.xyz/entity/performance-optimization-of-heat-exchanger-with-delta-wing-tape-inserts-using-machine-learning