Author

Jerry Ma

Yale UniversityORCID 0000-0003-4853-0724Unclaimed ORCID profile · follow to get notified of new preprints

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Synthetic Biology· 1

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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

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Alexander W. RivesiD· 1 shared C. Lawrence ZitnickiD· 1 shared Demi Guo· 1 shared Jason J. LiuiD· 1 shared Joshua MeieriD· 1 shared Myle Ott· 1 shared Rob FergusiD· 1 shared Siddharth Goyal· 1 shared

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1 shared paperSynthetic Biology

Alexander W. RivesORCID

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1 paper

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Synthetic BiologyProceedings of the National Academy of SciencesPeer-reviewedApr 5, 2021

Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences

Alexander W. Rives, Joshua Meier, Tom Sercu…·Rob Fergus

The paper trains a deep language model on 250 million protein sequences to learn biological representations that capture structural and functional properties.

3,282 citationstop 1%

protein sequencedeep learning

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