Author

Dongwoo Won

Korea Advanced Institute of Science and Technology

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Bioinformatics· 1

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Organism:Arabidopsis· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

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Gyuyoung HwangiD· 1 shared Jae Kyoung KimiD· 1 shared

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2026-2026 · peak 1/yr

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Gyuyoung HwangORCID

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1 paper

Recent·Most cited

A physics-informed neural network framework for inferring infinitesimal phase response curves from finite-pulse circadian recordings

Dongwoo Won, Gyuyoung Hwang, Jae Kyoung Kim

This paper introduces PINN-iPRC, a neural network framework that infers infinitesimal phase response curves from finite-pulse circadian recordings, achieving accurate results comparable to specialized experiments.

bioRxiv · Oct 24, 2026 · PreprintBioinformatics