# GRouNdGAN: GRN-guided simulation of single-cell RNA-seq data using causal generative adversarial networks

> Research article (Nature Communications, 2024) · cited 30× · AI/ML

**Wikidata**: [openalex:W4396895461](https://www.wikidata.org/wiki/openalex:W4396895461)  
**Source**: https://4ort.xyz/entity/groundgan-grn-guided-simulation-of-single-cell-rna-seq-data-using-causal-generative-adversarial-networks