Author

Rohit Kumar

King Abdullah University of Science and TechnologyORCID 0000-0001-6398-7840Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Rohit Kumar3 papers · Clemson University

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:benchmark study· 1 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Ali BalubaidiD· 1 shared David Gómez-CabreroiD· 1 shared Hafeez AgboolaiD· 1 shared Jesper N. TegneriD· 1 shared Juan P. Bernal-TamayoiD· 1 shared Narsis A. KianiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Ali BalubaidORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 12, 2025

Fundamental Limits of Inferring Dynamical Gene Regulatory Models from Single-Cell Data

Ali Balubaid, Juan P. Bernal-Tamayo, Rohit Kumar…·Jesper N. Tegner

This study evaluates methods for inferring Jacobian matrices from single-cell data to model gene regulatory dynamics, finding that while some methods capture behavioral properties, they fail to reliably capture structural properties.

1 citation

bulk RNA-seqstatistical model

𝕏 PostBluesky