# Differentiable modeling and optimization of non-aqueous Li-based battery electrolyte solutions using geometric deep learning

> Research article (Nature Communications, 2024) · cited 23× · AI/ML

**Wikidata**: [openalex:W4403146434](https://www.wikidata.org/wiki/openalex:W4403146434)  
**Source**: https://4ort.xyz/entity/differentiable-modeling-and-optimization-of-non-aqueous-li-based-battery-electrolyte-solutions-using-geometric-deep-lear