Author

J. E. Gado

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Biochemistry· 1

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Approach:deep learning· 1 Approach:large language model· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

A. Y. Shaw· 1 shared C. Sander· 1 shared D. Marks· 1 shared G. T. Beckham· 1 shared M. Knotts· 1 shared N. P. Gauthier· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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1 shared paperBiochemistry

A. Y. Shaw

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1 paper

Recent·Most cited

Machine learning prediction of enzyme optimum pH

J. E. Gado, M. Knotts, A. Y. Shaw, D. Marks, N. P. Gauthier, C. Sander, G. T. Beckham

This study develops and evaluates machine learning models to predict enzyme optimum pH, finding that language model embeddings significantly improve prediction accuracy, leading to the release of the EpHod model.

bioRxiv · Jun 22, 2023Biochemistry