Author

Akhileshwar Namani

Sri Shankara Cancer Hospital and Research CenterORCID 0000-0002-2150-3534Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:clustering· 1 Research Focus:database / resource· 1 Research Focus:dimensionality reduction· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Adithya Dileep· 1 shared G Shreyasree· 1 shared Prashantha KarunakariD· 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 paperBioinformatics

Adithya Dileep

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 6, 2026

Mapping Chemical Diversity: Descriptor-Guided Clustering of Natural Products in the COCONUT Database

G Shreyasree, Adithya Dileep, Akhileshwar Namani, Prashantha Karunakar

The paper develops a framework to map natural product chemical space using descriptor-guided clustering in the COCONUT database, identifying optimal descriptors and clustering methods to characterize chemical diversity.

DOI 10.64898/2026.06.03.729746

metagenomicsstatistical model

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