# Diffusion-based generative AI for exploring transition states from 2D molecular graphs

> Research article (Nature Communications, 2024) · cited 49× · AI/ML

**Wikidata**: [openalex:W4390640165](https://www.wikidata.org/wiki/openalex:W4390640165)  
**Source**: https://4ort.xyz/entity/diffusion-based-generative-ai-for-exploring-transition-states-from-2d-molecular-graphs