Author

Sukhen Das Mandal

ORCID 0000-0001-7505-2225Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Approach:deep learning· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

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Saumyadipta PyneiD· 1 shared Snehalika LalliD· 1 shared Sumanta RayiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Saumyadipta PyneORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintDec 30, 2025

Generative Reconstruction of Unobserved Cellular Dynamics using Single-Cell Transcriptomic Trajectories

Sumanta Ray, Sukhen Das Mandal, Snehalika Lall, Saumyadipta Pyne

GRAIL reconstructs intermediate cellular states between two developmental stages using a combination of LSH-based cell selection, latent space interpolation, and GAN-based gene expression generation.

DOI 10.64898/2025.12.29.696948

scRNA-seqdeep learning

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