Author

Emily Stump

University of Cincinnati

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

George StaniD· 1 shared Pietro StrobbiaiD· 1 shared Ruxandra I. DimaiD· 1 shared T. S. Hayden DennisoniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBiophysics

George StanORCID

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1 paper

Recent·Most cited

Building from the ground up: augmentation strategies to improve protein language model performance on protein sets

Emily Stump, T. S. Hayden Dennison, Pietro Strobbia, George Stan, Ruxandra I. Dima

This study investigates augmentation strategies to improve protein language model performance by reducing dataset size and enhancing generalization through active learning and generative models.

bioRxiv · Oct 25, 2026 · PreprintBiophysics