Author

Jose Luis Olmos

University of California, San FranciscoORCID 0000-0001-8400-0822Unclaimed ORCID profile · follow to get notified of new preprints

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Synthetic Biology· 1

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

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Ali MadaniiD· 1 shared Ben KrauseiD· 1 shared Benjamin P. MohriD· 1 shared Caiming XiongiD· 1 shared Eric R. GreeneiD· 1 shared James M. HoltoniD· 1 shared James S. FraseriD· 1 shared Nikhil NaikiD· 1 shared

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1 shared paperSynthetic Biology

Ali MadaniORCID

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Recent·Most cited

Synthetic BiologybioRxivPreprintJul 18, 2021

Deep neural language modeling enables functional protein generation across families

Ali Madani, Ben Krause, Eric R. Greene…·Nikhil Naik

This paper shows that deep learning language models can generate functional artificial proteins across families, with activities similar to natural proteins and structures resembling natural folds.

41 citations

protein sequencedeep learning

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