Author

Pathum Manjula Weerawarna

Indiana University IndianapolisORCID 0000-0002-9859-0787Unclaimed 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:drug response / drug discovery· 1 Approach:statistical model· 1

Frequent Co-Authors

Kun HuangiD· 1 shared Timothy I. RichardsoniD· 1 shared Yang WangiD· 1 shared Yijie WangiD· 1 shared Zanyu ShiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Kun HuangORCID

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1 paper

Recent·Most cited

Building explainable graph neural network by sparse learning for the drug-protein binding prediction

Yang Wang, Zanyu Shi, Pathum Manjula Weerawarna, Kun Huang, Timothy I. Richardson, Yijie Wang

This paper introduces SLGNN, a sparse learning approach for drug-protein binding prediction that identifies chemically valid key structures with better predictive power than existing methods.

Journal of Computational Biology · Jun 12, 2025Peer-reviewedBioinformatics