# Equivariant graph neural networks for fast electron density estimation of molecules, liquids, and solids

> Research article (npj Computational Materials, 2022) · cited 56× · AI/ML

**Wikidata**: [openalex:W4292738040](https://www.wikidata.org/wiki/openalex:W4292738040)  
**Source**: https://4ort.xyz/entity/equivariant-graph-neural-networks-for-fast-electron-density-estimation-of-molecules-liquids-and-solids