Author

Charles J. McGill

Virginia Commonwealth UniversityORCID 0000-0003-2704-7717Unclaimed 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 Hayden Nothacker· 1 shared Madeline GunawardenaiD· 1 shared Qingguo XuiD· 1 shared Rudra PangeniiD· 1 shared Thomas D. RoperiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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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

BioengineeringAAPS OpenPeer-reviewedJul 2, 2026

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

Madeline Gunawardena, Bao Chau, Hayden Nothacker…·Charles J. McGill

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

DOI 10.1186/s41120-026-00176-0

Bayesian inferencedrug response / drug discovery

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