# Artificial neural network assisted two-phase flash calculations in isothermal and thermal compositional simulations

> Research article (Fluid Phase Equilibria, 2019) · cited 42× · AI/ML

**Wikidata**: [openalex:W2911033506](https://www.wikidata.org/wiki/openalex:W2911033506)  
**Source**: https://4ort.xyz/entity/artificial-neural-network-assisted-two-phase-flash-calculations-in-isothermal-and-thermal-compositional-simulations