Author

Janghoon Ock

University of Nebraska–LincolnORCID 0009-0000-0370-4212Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:large language model· 1 Assay:metagenomics· 1 Assay:protein sequence· 1 Assay:protein structure· 1 Assay:proteomics· 1

Frequent Co-Authors

Achuth ChandrasekhariD· 1 shared Amir Barati FarimaniiD· 1 shared Neha S. Aluru· 1 shared Radheesh Sharma MedaiD· 1 shared Srivathsan BadrinarayananiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperPharmacology & Toxicology

Achuth ChandrasekharORCID

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1 paper

Recent·Most cited

Pharmacology & ToxicologyJournal of Chemical Information and ModelingPeer-reviewedFeb 9, 2026

✦ In-depth digest

Large Language Model Agent for Modular Task Execution in Drug Discovery

Janghoon Ock, Radheesh Sharma Meda, Srivathsan Badrinarayanan…·Amir Barati Farimani

AgentD, a GPT-4o agent wired to retrieval, generative, ADMET and Boltz-2 tools, chains early drug-discovery steps for BCL-2 and raised molecules with QED > 0.6 from 34 to 55.

5 citationstop 1%

humanprotein sequence

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