Author

Demi Guo

Harvard University

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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

Frequent Co-Authors

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

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2021-2021 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperSynthetic Biology

Alexander W. RivesORCID

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1 paper

Recent·Most cited

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

Alexander W. Rives, Joshua Meier, Tom Sercu, Siddharth Goyal, Zeming Lin, Jason J. Liu, Demi Guo, Myle Ott, C. Lawrence Zitnick, Jerry Ma, Rob Fergus

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

Proceedings of the National Academy of Sciences · Apr 5, 2021Peer-reviewedSynthetic Biology