Author

Denise B. Catacutan

McMaster UniversityORCID 0009-0003-0146-5344Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Biochemistry· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Autumn ArnoldiD· 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 Stewart McLellan· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBiochemistry

Autumn ArnoldORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BiochemistrybioRxivPreprintMay 17, 2025

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

Kyle Swanson, Gary K. Liu, Denise B. Catacutan…·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.

6 citations

deep learningdrug response / drug discovery

𝕏 PostBluesky