Author

Susanna E. Barrett

University of Illinois Urbana-ChampaignORCID 0000-0003-3149-6654Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:protein design· 1 Research Focus:protein folding & dynamics· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Diwakar ShuklaiD· 2 shared Douglas A. MitchelliD· 2 shared Xuenan MiiD· 2 shared Song YiniD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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2 shared papersBiophysics

Diwakar ShuklaORCID

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2 papers

Recent·Most cited

BiophysicsbioRxivPreprintApr 1, 2026

De novo Folding Mechanisms of Lasso Peptides

Song Yin, Xuenan Mi, Susanna E. Barrett…·Diwakar Shukla

This study uses molecular dynamics and deep learning to uncover the folding mechanisms of lasso peptides, revealing key thermodynamic and kinetic principles.

2 citations

proteomicsdeep learning

𝕏 PostBluesky

BiophysicsNature CommunicationsPeer-reviewedSep 29, 2025

LassoESM: A tailored language model for enhanced lasso peptide property prediction

Xuenan Mi, Susanna E. Barrett, Douglas A. Mitchell, Diwakar Shukla

This study develops LassoESM, a language model tailored for lasso peptide property prediction, showing improved performance in substrate compatibility and biological activity prediction.

7 citations

protein sequencedeep learning

𝕏 PostBluesky