Author

Stewart McLellan

McMaster 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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Biochemistry· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Autumn ArnoldiD· 1 shared Denise B. CatacutaniD· 1 shared Eric D. BrowniD· 1 shared Gary K. LiuiD· 1 shared James ZouiD· 1 shared Jonathan M. StokesiD· 1 shared Kyle SwansoniD· 1 shared Megan M. TuiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBiochemistry

Autumn ArnoldORCID

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Author profile →

1 paper

Recent·Most cited

SyntheMol-RL: a flexible reinforcement learning framework for designing novel and synthesizable antibiotics

Kyle Swanson, Gary K. Liu, Denise B. Catacutan, Stewart McLellan, Autumn Arnold, Megan M. Tu, Eric D. Brown, James Zou, Jonathan M. Stokes

SyntheMol-RL generates novel and synthesizable antibiotics by optimizing for antibacterial activity and solubility, outperforming prior models and showing in vitro and in vivo efficacy.

bioRxiv · May 17, 2025 · PreprintBiochemistry