# Development of a Helmholtz free energy equation of state for fluid and solid phases via artificial neural networks

> Research article (Communications Physics, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4405519163](https://www.wikidata.org/wiki/openalex:W4405519163)  
**Source**: https://4ort.xyz/entity/development-of-a-helmholtz-free-energy-equation-of-state-for-fluid-and-solid-phases-via-artificial-neural-networks