Author

Aya Abdelsalam Ismail

GenentechORCID 0000-0002-3145-4385Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Allen GoodmaniD· 1 shared Kyunghyun ChoiD· 1 shared Nathan C. FreyiD· 1 shared Richard BonneauiD· 1 shared Taylor Joren· 1 shared Vladimir GligorijevićiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioengineering

Allen GoodmanORCID

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1 paper

Recent·Most cited

Cramming Protein Language Model Training in 24 GPU Hours

Nathan C. Frey, Taylor Joren, Aya Abdelsalam Ismail, Allen Goodman, Richard Bonneau, Kyunghyun Cho, Vladimir Gligorijević

This paper trains a protein language model in 24 GPU hours, achieving performance comparable to a much larger model trained for 15,000x more GPU hours.

bioRxiv · May 14, 2024 · PreprintBioengineering