Author

Samarth Gupta

University of Connecticut

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:graph neural network· 1 Assay:metabolomics· 1

Frequent Co-Authors

Alexander A Aksenov· 1 shared Alexander SemenoviD· 1 shared Alexey V. MelnikiD· 1 shared Andrew RobertsiD· 1 shared Elizabeth ColeriD· 1 shared Evguenia KopylovaiD· 1 shared Vladimir L. BoginskiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Alexander A Aksenov

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1 paper

Recent·Most cited

Real-time repository-scale spectral search and global molecular networking with HNSW-MS

Alexander Semenov, Andrew Roberts, Elizabeth Coler, Samarth Gupta, Evguenia Kopylova, Alexey V. Melnik, Vladimir L. Boginski, Alexander A Aksenov

HNSW-MS enables fast and accurate spectral search in large metabolomics repositories, allowing rapid integration of new spectra into global molecular networks.

bioRxiv · Aug 22, 2026 · PreprintBioinformatics