Author

Hafeez Agboola

King Abdullah University of Science and TechnologyORCID 0000-0001-8412-768XUnclaimed 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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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 Jesper N. TegneriD· 1 shared Juan P. Bernal-TamayoiD· 1 shared Narsis A. KianiiD· 1 shared Rohit KumariD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Ali BalubaidORCID

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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

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