Author

Woo-Haeng Lee

Sun Moon UniversityORCID 0000-0002-7126-4199Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

Frequent Co-Authors

Gobinda ThapaiD· 1 shared Hyun Jung LeeiD· 1 shared KyungMin Jung· 1 shared Louis DumontetiD· 1 shared Mingon KangiD· 1 shared Tae‐Jin OhiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Gobinda ThapaORCID

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1 paper

Recent·Most cited

Plastic-hydrolytic enzyme classification using explainable deep learning

Woo-Haeng Lee, Louis Dumontet, KyungMin Jung, Hyun Jung Lee, Gobinda Thapa, Tae‐Jin Oh, Mingon Kang

This paper introduces PEPIC, an explainable deep learning model for classifying plastic-hydrolytic enzymes from protein sequences, showing improved performance and biological validation.

bioRxiv · Jul 14, 2025 · PreprintBioinformatics