# Gibbs–Duhem-informed neural networks for binary activity coefficient prediction

> Research article (Digital Discovery, 2023) · cited 51× · AI/ML

**Wikidata**: [openalex:W4387354551](https://www.wikidata.org/wiki/openalex:W4387354551)  
**Source**: https://4ort.xyz/entity/gibbsduhem-informed-neural-networks-for-binary-activity-coefficient-prediction