Author

Shalini J. Rukmani

Oak Ridge National LaboratoryORCID 0000-0001-8474-9403Unclaimed ORCID profile · follow to get notified of new preprints

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Molecular Biology· 1

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Jason Andrew AmburniD· 1 shared Jeremy C. SmithiD· 1 shared Jerry M. ParksiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperMolecular Biology

Jason Andrew AmburnORCID

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1 paper

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Molecular BiologyACS OmegaPeer-reviewedFeb 28, 2026

IRIS: A Machine Learning-Based Pose Re-Ranking Tool for RNA-Ligand Docking

Jason Andrew Amburn, Shalini J. Rukmani, Jerry M. Parks, Jeremy C. Smith

IRIS improves RNA-ligand docking pose ranking by integrating a regression model trained on experimental complexes, increasing accuracy in selecting near-native poses.

3 citationstop 2%

machine learning (classical)drug response / drug discovery

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