Author

Barrett R. Morrow

The University of Texas at Austin

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Synthetic Biology· 1

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

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Andrew D. EllingtoniD· 1 shared Austin W. ColeiD· 1 shared Daniel J. DiaziD· 1 shared Isaac Donnell· 1 shared Jimmy GollihariD· 1 shared Raghav ShroffiD· 1 shared Ross T ThyeriD· 1 shared

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1 shared paperSynthetic Biology

Andrew D. EllingtonORCID

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Recent·Most cited

Synthetic BiologybioRxivPreprintNov 8, 2019

A structure-based deep learning framework for protein engineering

Raghav Shroff, Austin W. Cole, Barrett R. Morrow…·Ross T Thyer

This paper introduces a 3D convolutional neural network for protein engineering that identifies gain-of-function mutations, validated by experimental improvements in protein stability.

10 citations

protein sequencedeep learning

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