Author

Jae Yong Ryu

Soongsil UniversityORCID 0000-0003-0603-1599Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:metabolism & bioenergetics· 1 Assay:metabolomics· 1

Frequent Co-Authors

Gyeongtaek GongiD· 1 shared Ja Kyong KoiD· 1 shared Ji Myeong KimiD· 1 shared Jidon JangiD· 1 shared Jung Ho AhniD· 1 shared Kwang‐Seok OhiD· 1 shared Min‐Kyu OhiD· 1 shared Nam‐Chul ChoiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperBioengineering

Gyeongtaek GongORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintOct 7, 2026

PredHLM: quantitative and interpretable prediction of metabolic half-life in human liver microsomes

Jidon Jang, Nam‐Chul Cho, Jae Yong Ryu, Kwang‐Seok Oh

PredHLM predicts metabolic half-life in human liver microsomes using a quantitative machine learning model, achieving RMSE 0.507 and R2 0.431 on a test set.

DOI 10.64898/2026.07.02.736062

humanmachine learning (classical)

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BioengineeringBioresource TechnologyPeer-reviewedSep 9, 2026

Adaptive Laboratory Evolution (ALE) enables carbon-negative mixotrophic fermentation and enhanced chain elongation in Clostridium sp. JS66

Ji Myeong Kim, Taekwan Moon, Jung Ho Ahn…·Youngsoon Um

This study evolves Clostridium sp. JS66 to enhance CO2 reassimilation and chain elongation, achieving carbon-negative fermentation of glucose to hexanoic acid.

DOI 10.1016/j.biortech.2026.135827

bacteria (other)metabolomics

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