Author

G. Lakatos

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Biology Disciplines

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Bioengineering· 1

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

A. Mukhopadhyay· 1 shared J. L. McWhirter· 1 shared P. Farber· 1 shared S. Dixit· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioengineering

A. Mukhopadhyay

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1 paper

Recent·Most cited

Automated Protein Affinity Optimization using a 1D-CNN Deep Learning Model

J. L. McWhirter, A. Mukhopadhyay, P. Farber, G. Lakatos, S. Dixit

This paper introduces ZymeSwapNet, a 1D-CNN model for protein sequence prediction that optimizes design objectives like stability and binding specificity in antibody domains.

bioRxiv · Apr 12, 2023 · PreprintBioengineering