# Numerical simulation and optimization with artificial neural network of two-phase nanofluid flow in a circular heatsink with cylindrical pin-fins

> Research article (Engineering Analysis with Boundary Elements, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4315481923](https://www.wikidata.org/wiki/openalex:W4315481923)  
**Source**: https://4ort.xyz/entity/numerical-simulation-and-optimization-with-artificial-neural-network-of-two-phase-nanofluid-flow-in-a-circular-heatsink-