Author

Junyoung Yoo

Pohang University of Science and TechnologyORCID 0009-0008-8510-746XUnclaimed ORCID profile · follow to get notified of new preprints

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 Approach:statistical model· 1

Frequent Co-Authors

Jaeyeon LeeiD· 1 shared Seong-Jin ParkiD· 1 shared Vega Pradana RachimiD· 1 shared Yein Lee· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioengineering

Jaeyeon LeeORCID

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintMay 28, 2026

Title: Zero-shot automated insulin delivery for type 1 diabetes via dynamic physiology-aware reinforcement learning

Junyoung Yoo, Vega Pradana Rachim, Yein Lee…·Seong-Jin Park

This paper develops DPARC, a zero-shot insulin delivery system using reinforcement learning to adapt to physiological changes without prior personalization, showing improved glucose control in simulations and pigs.

DOI 10.64898/2026.05.25.727637

deep learningstatistical model

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