Author

Thomas D. Roper

Virginia Commonwealth UniversityORCID 0000-0002-8923-5505Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Bao ChauiD· 1 shared Charles J. McGilliD· 1 shared Hayden Nothacker· 1 shared Madeline GunawardenaiD· 1 shared Qingguo XuiD· 1 shared Rudra PangeniiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioengineering

Bao ChauORCID

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1 paper

Recent·Most cited

Machine Learning Guided Optimization of an Oral Microemulsion System: A Bayesian Optimization Approach

Madeline Gunawardena, Bao Chau, Hayden Nothacker, Rudra Pangeni, Thomas D. Roper, Qingguo Xu, Charles J. McGill

This study uses Bayesian optimization to design stable oral microemulsions, identifying high-performing formulations with improved drug loading and stability.

AAPS Open · Jul 2, 2026Peer-reviewedBioengineering