# Circuitry arrangement optimization for multi-tube phase change material heat exchanger using genetic algorithm coupled with numerical simulation

> Research article (Energy Conversion and Management, 2018) · cited 19× · AI/ML

**Wikidata**: [openalex:W2890684222](https://www.wikidata.org/wiki/openalex:W2890684222)  
**Source**: https://4ort.xyz/entity/circuitry-arrangement-optimization-for-multi-tube-phase-change-material-heat-exchanger-using-genetic-algorithm-coupled-w