Machine learning guided optimization of an oral microemulsion system: a Bayesian optimization approach

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

Open source

DOI
10.1186/s41120-026-00176-0
Published
2026-07-02
Container
AAPS Open
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s41120-026-00176-0,
  title = {Machine learning guided optimization of an oral microemulsion system: a Bayesian optimization approach},
  author = {Madeline Gunawardena and Bao Chau and Hayden Nothacker and Rudra Pangeni and Thomas Roper and Qingguo Xu and Charles McGill},
  year = {2026},
  journal = {AAPS Open},
  doi = {10.1186/s41120-026-00176-0},
  url = {https://doi.org/10.1186/s41120-026-00176-0}
}

RIS

TY  - JOUR
TI  - Machine learning guided optimization of an oral microemulsion system: a Bayesian optimization approach
AU  - Madeline Gunawardena
AU  - Bao Chau
AU  - Hayden Nothacker
AU  - Rudra Pangeni
AU  - Thomas Roper
AU  - Qingguo Xu
AU  - Charles McGill
PY  - 2026
JO  - AAPS Open
DO  - 10.1186/s41120-026-00176-0
UR  - https://doi.org/10.1186/s41120-026-00176-0
ER  - 

APA

Gunawardena, M., Chau, B., Nothacker, H., Pangeni, R., Roper, T., Xu, Q., & McGill, C. (2026). Machine learning guided optimization of an oral microemulsion system: a Bayesian optimization approach. AAPS Open. https://doi.org/10.1186/s41120-026-00176-0

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