Author

Sohom Dash

University of Illinois Urbana-Champaign

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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Biochemistry· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Diwakar ShuklaiD· 1 shared Jesse R. Horne· 1 shared Roy D. DariD· 1 shared Shivank NagiD· 1 shared Xuenan MiiD· 1 shared Yiyang LuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBiochemistry

Diwakar ShuklaORCID

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1 paper

Recent·Most cited

Variational Autoencoder-enabled High-throughput Drug Screening for HIV Latency Modulators predicted through Noise in Gene Expression

Yiyang Lu, Jesse R. Horne, Xuenan Mi, Shivank Nag, Sohom Dash, Roy D. Dar, Diwakar Shukla

This study uses a variational autoencoder to screen ~175,000 compounds for HIV latency modulators, identifying 16 LRAs and 2 LPAs with a 15.9% experimental hit rate.

bioRxiv · Jul 9, 2026 · PreprintBiochemistry