Author

Wan Namkung

Yonsei UniversityORCID 0000-0002-1480-7433Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:drug response / drug discovery· 2 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1

Frequent Co-Authors

Benedikt M. WanneriD· 1 shared Daniil Melnichenko· 1 shared Dong Woo SoniD· 1 shared Dongkyu JeoniD· 1 shared Han-Sol JeongiD· 1 shared Han‐Woong LeeiD· 1 shared Heon Yung GeeiD· 1 shared Hocheol LimiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 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 paperBioinformatics

Benedikt M. WannerORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintOct 9, 2026

Synthesis-aware generative design in trillion-scale chemical spaces for automated drug discovery

Seonghwan Seo, Yulseung Sung, Sang-Yeon Hwang…·Woo Youn Kim

This paper introduces a generative AI framework for drug discovery that efficiently navigates large chemical spaces while ensuring synthetic feasibility and functional success.

DOI 10.64898/2026.10.01.755933

deep learningdrug response / drug discovery

Cancer BiologyCancer ResearchPeer-reviewedNov 25, 2025

Nutrient availability dictates cancer metabolism-based therapeutic responses of non-oncology drugs

Woo Yang Pyun, Jae Hyung Park, Jae Won Roh…·Hyun Woo Park

This study introduces CM-SLP, a platform to identify non-oncology drugs that enhance cancer cell death under altered nutrient conditions by targeting metabolic vulnerabilities.

3 citations

humanbulk RNA-seq