Author

J. T. Wells

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Biology Disciplines

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Biochemistry· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:graph neural network· 1 Research Focus:protein folding & dynamics· 1 Assay:protein structure· 1

Frequent Co-Authors

A. Dimakis· 1 shared A. J. Ellington· 1 shared A. R. Klivans· 1 shared C. Gong· 1 shared D. J. Diaz· 1 shared D. Yang· 1 shared J. M. Loy· 1 shared J. Ouyang-Zhang· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBiochemistry

A. Dimakis

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1 paper

Recent·Most cited

Stability Oracle: A Structure-Based Graph-Transformer for Identifying Stabilizing Mutations

D. J. Diaz, C. Gong, J. Ouyang-Zhang, J. M. Loy, J. T. Wells, D. Yang, A. J. Ellington, A. Dimakis, A. R. Klivans

Stability Oracle predicts stabilizing mutations using a structure-based graph-transformer, achieving high accuracy on thermodynamic stability changes.

bioRxiv · May 15, 2023 · PreprintBiochemistry