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Simulating 500 million years of evolution with a language model.

Hayes T, Rao R, Akin H, Sofroniew NJ, Oktay D, Lin Z, Verkuil R, Tran VQ, Deaton J, Wiggert M, Badkundri R, Shafkat I, Gong J, Derry A, Molina RS, Thomas N, Khan YA, Mishra C, Kim C, Bartie LJ, Nemeth M, Hsu PD, Sercu T, Candido S, Rives A
Science. 2025 Feb 21;387(6736):850-858. doi: 10.1126/science.ads0018. Epub 2025 Jan 16. (Link opens in a new window) PubMed (Link opens in a new window) Article

Plasmids from Article

ID Plasmid Purpose
231302B8-pVTCB052Plasmid used for expression of AI-designed GFP protein B8 in E. coli
231303esmGFP-C10-pVTCB052Plasmid used for expression of AI-designed GFP protein esmGFP-C10 E. coli

Antibodies from Article