Author

Rohit Batra

Indian Institute of Technology MadrasORCID 0000-0002-1098-7035Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biochemistry· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Anju GuptaiD· 1 shared Balaraman RavindraniD· 1 shared Barathi LeniniD· 1 shared Karthik RamaniD· 1 shared Sean F. CurrentiD· 1 shared Srinivasan ParthasarathyiD· 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 paperBiochemistry

Anju GuptaORCID

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1 paper

Recent·Most cited

PURE: Policy-guided Unbiased REpresentations for structure-constrained molecular generation

Anju Gupta, Barathi Lenin, Sean F. Current, Rohit Batra, Balaraman Ravindran, Karthik Raman, Srinivasan Parthasarathy

The paper introduces PURE, a method for structure-constrained molecular generation that avoids metric biases and achieves competitive performance through reinforcement learning and self-supervised learning.

Journal of Cheminformatics · Oct 14, 2025Peer-reviewedBiochemistry