Author

Bharath Kumar Swargam

University of Maryland, BaltimoreORCID 0000-0002-7473-706XUnclaimed 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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Organism:human· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Alon Katz· 1 shared Bicna SongiD· 1 shared Danwei HuangfuiD· 1 shared Dingyu LiuiD· 1 shared Gary Hon· 1 shared Hanrui ZhangiD· 1 shared Huan ZhaoiD· 1 shared Jiahui Hazel Zhao· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Alon Katz

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMar 16, 2026

pertTF: context-aware AI modeling for genome-scale and cross-system perturbation prediction

Yangqi Su, Dingyu Liu, Vipin K. Menon…·Wei Li

The paper introduces pertTF, a transformer-based model for predicting genetic perturbation responses, showing improved performance in expression prediction and cell identity shifts across cellular contexts.

1 citation

humanscRNA-seq

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