Author

Katherine M. Collins

Harvard UniversityORCID 0000-0002-7032-716XUnclaimed ORCID profile · follow to get notified of new preprints

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Katherine M. Collins1 paper · King's College London

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Synthetic Biology· 1

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Approach:deep learning· 1 Research Focus:sequence-to-function modeling· 1 Research Focus:software / tool· 1

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Bianca A. Lepe· 1 shared Diogo M. CamachoiD· 1 shared Jacqueline A. ValeriiD· 1 shared Timothy K. LuiD· 1 shared

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2019-2019 · peak 1/yr

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1 shared paperSynthetic Biology

Bianca A. Lepe

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Recent·Most cited

Synthetic BiologybioRxivPreprintDec 10, 2019

Sequence-to-function deep learning frameworks for synthetic biology

Jacqueline A. Valeri, Katherine M. Collins, Bianca A. Lepe…·Diogo M. Camacho

The paper introduces STORM, a deep learning model to optimize toehold switches by analyzing sequence-to-function relationships in a dataset of 91,534 toehold switches.

2 citations

deep learningsoftware / tool

𝕏 PostBluesky