Article

Generative latent diffusion language modeling yields anti-infective synthetic peptides

2025-02-01

Abstract excerpt

Generative artificial intelligence (AI) offers a powerful avenue for peptide design, yet this process remains challenging due to the vast sequence space, complex structure–activity relationships, and the need to balance antimicrobial potency with low toxicity. Traditional approaches often rely on trial-and-error screening and fail to efficiently navigate the immense diversity of potential sequences. Here, we intro...

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Literature Corpus work: d977af33-9f10-5580-84b4-ccfb3d36e9bb
DOI: 10.1101/2025.01.31.636003

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