Author

Viviana Schroeder

University of Massachusetts Chan Medical SchoolORCID 0009-0007-2563-7621Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1

Frequent Co-Authors

Akbar AliiD· 1 shared Ala M. ShaqraiD· 1 shared Celia A. SchifferiD· 1 shared E.A. NalivaikaiD· 1 shared Jagroop KauriD· 1 shared K. KosovrastiiD· 1 shared Lauren E. IntravaiaiD· 1 shared M. HenesiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBiophysics

Akbar AliORCID

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintOct 1, 2026

A Dynamics-Informed Machine Learning Framework for Inhibitor Optimization Against Quickly Evolving Targets to Avoid Resistance

Lauren E. Intravaia, Jagroop Kaur, Ala M. Shaqra…·Celia A. Schiffer

This paper introduces ROBUST, a machine learning framework that identifies energetic determinants of inhibitor potency against evolving targets, demonstrating its utility in predicting and optimizing inhibitors with improved resistance profiles.

DOI 10.64898/2026.09.25.754496

protein structuremachine learning (classical)

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