Author

Aditya Ranganath

Lawrence Livermore National LaboratoryORCID 0000-0003-1272-6354Unclaimed 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 Assay:protein structure· 1

Frequent Co-Authors

Heesung ShimiD· 1 shared Hyojin KimiD· 1 shared Jonathan E. Allen· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperPharmacology & Toxicology

Heesung ShimORCID

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1 paper

Recent·Most cited

Pharmacology & ToxicologyDigital DiscoveryPeer-reviewedDec 3, 2025

SLAB: Simultaneous Labeling And Binding affinity prediction for protein-ligand structures

Aditya Ranganath, Hyojin Kim, Heesung Shim, Jonathan E. Allen

The paper introduces a joint regression and classification model to predict protein-ligand binding affinity and activity, improving accuracy using PDBbind and flavivirus protease datasets.

2 citations

protein structuredeep learning

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