# Cell-free biosynthesis combined with deep learning accelerates de novo-development of antimicrobial peptides

> Research article (Nature Communications, 2023) · cited 141× · AI/ML

**Wikidata**: [openalex:W4388492286](https://www.wikidata.org/wiki/openalex:W4388492286)  
**Source**: https://4ort.xyz/entity/cell-free-biosynthesis-combined-with-deep-learning-accelerates-de-novo-development-of-antimicrobial-peptides