Author

Yulia M. Gutierrez

Northwestern UniversityORCID 0009-0000-8332-7401Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:machine learning (classical)· 1 Research Focus:protein folding & dynamics· 1 Assay:protein structure· 1 Assay:proteomics· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Gabriel J. RockliniD· 2 shared Cydney M. MartelliD· 1 shared Han My Van· 1 shared Jeffrey N. SavasiD· 1 shared Kamil K. Gebis· 1 shared Michelle D. JungiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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2 shared papersBiophysics

Gabriel J. RocklinORCID

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2 papers

Recent·Most cited

BiophysicsbioRxivPreprintNov 11, 2025

Global Analysis of Aggregation Determinants in Small Protein Domains

Cydney M. Martell, Kamil K. Gebis, Han My Van…·Gabriel J. Rocklin

The paper quantifies aggregation in small protein domains under stress and uses machine learning to identify predictors, improving aggregation prediction models.

3 citations

proteomicsmachine learning (classical)

𝕏 PostBluesky

BiophysicsbioRxivPreprintDec 18, 2024

Structural and energetic analysis of stabilizing indel mutations

Yulia Maria Gutierrez, Gabriel J. Rocklin

The paper analyzes structural and energetic changes in stabilizing indel mutations using computational modeling and identifies their local structural effects and classification by Rosetta energy function.

2 citations

protein structurestatistical model

𝕏 PostBluesky