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