Author

Hyung Ju Hwang

Pohang University of Science and TechnologyORCID 0000-0002-3678-2687Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Hyeontae JoiD· 1 shared Hyukpyo HongiD· 1 shared Jae Kyoung KimiD· 1 shared Won Seok ChangiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperSystems Biology

Hyeontae JoORCID

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1 paper

Recent·Most cited

Systems BiologyPatternsPeer-reviewedDec 26, 2023

Density Physics-Informed Neural Network reveals sources of cell heterogeneity in signal transduction

Hyeontae Jo, Hyukpyo Hong, Hyung Ju Hwang…·Jae Kyoung Kim

The paper develops Density-PINN to infer transduction-time distributions from single-cell gene expression data and finds that heterogeneity in response intensity is reduced when multiple signaling pathways regulate the response.

20 citations

scRNA-seqdeep learning

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