Author

Shutong Duan

Johns Hopkins University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:mouse· 1

Frequent Co-Authors

Alexandra-Gabriela GheorgheiD· 1 shared Anita Dabek· 1 shared Chen Liu· 1 shared Deniz DemirhaniD· 1 shared Edward MaiD· 1 shared James MorrisseyiD· 1 shared Louis K. W. FongiD· 1 shared Maria Sani· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Alexandra-Gabriela GheorgheORCID

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1 paper

Recent·Most cited

Multi-Objective Bayesian Optimization for Data-Efficient Bioprocess Development

Edward Ma, James Morrissey, Shutong Duan, Ziqi Lu, Sandeep A. Ranpura, Sneha Arora, Anita Dabek, Chen Liu, Alexandra-Gabriela Gheorghe, Louis K. W. Fong, Maria Sani, Pavle Vrljicak, Deniz Demirhan, Michael J. Betenbaugh

This paper develops a multi-objective Bayesian Optimization framework for optimizing bioprocess conditions in CHO cell culture, achieving better performance than traditional methods with fewer experiments.

bioRxiv · Feb 4, 2026 · PreprintBioengineering