Author

Aayushma Gautam

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

Frequent Co-Authors

Daniel James HartiD· 1 shared M. Zaki Jawaid· 1 shared Robin W. YeoiD· 1 shared T. Blair GainousiD· 1 shared Timothy DaleyiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Daniel James HartORCID

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1 paper

Recent·Most cited

Improving few-shot learning-based protein engineering with evolutionary sampling

M. Zaki Jawaid, Robin W. Yeo, Aayushma Gautam, T. Blair Gainous, Daniel James Hart, Timothy Daley

This paper improves few-shot learning for protein engineering by combining transfer learning and evolutionary sampling, achieving better hit rates in experimental testing.

bioRxiv · May 23, 2023 · PreprintBioinformatics