Author

Jessica M. Roberts

Boise State UniversityORCID 0000-0003-3164-7256Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Eric J. HaydeniD· 2 shared James D. BeckiD· 2 shared Ashlyn Trapp· 1 shared Devin P. BendixseniD· 1 shared Edoardo SerraiD· 1 shared Francesca SpezzanoiD· 1 shared Joey Kitzhaber· 1 shared Tanner B Pollock· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 20 mutual co-author links

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2 shared papersMolecular Biology

Eric J. HaydenORCID

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2 papers

Recent·Most cited

Molecular BiologyeLifePeer-reviewedJan 19, 2023

RNA sequence to structure analysis from comprehensive pairwise mutagenesis of multiple self-cleaving ribozymes

Jessica M. Roberts, James D. Beck, Tanner B Pollock…·Eric J. Hayden

The paper analyzes RNA sequence to structure relationships using comprehensive mutagenesis data from self-cleaving ribozymes to identify structural features and functional critical nucleotides.

18 citations

proteomicsexperimental assay

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Molecular BiologyFrontiers in Molecular BiosciencesPeer-reviewedAug 15, 2022

Predicting higher-order mutational effects in an RNA enzyme by machine learning of high-throughput experimental data

James D. Beck, Jessica M. Roberts, Joey Kitzhaber…·Eric J. Hayden

The paper uses machine learning to predict RNA enzyme activity from sequence data, showing improved predictions with more diverse training data.

11 citations

machine learning (classical)

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