Author

Ryeongkyung Yoon

University of Colorado BoulderORCID 0000-0002-8931-1838Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Assay:bulk RNA-seq· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Krešimir Josić́iD· 2 shared Anshi Gupta· 1 shared C. JarneiD· 1 shared Tahra L. EissaiD· 1 shared Zachary P. KilpatrickiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 7 mutual co-author links

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2 shared papersBioinformatics

Krešimir Josić́ORCID

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2 papers

Recent·Most cited

BioinformaticsJournal of The Royal Society InterfacePeer-reviewedSep 9, 2026

Bayesian Inference of Gene Regulatory Networks at Stochastic Steady State

Anshi Gupta, Ryeongkyung Yoon, Krešimir Josić́

This paper introduces a Bayesian method for inferring gene regulatory networks using a Chemical Langevin Equation model, enabling structure identification and kinetic parameter estimation without observing transient dynamics.

DOI 10.1098/rsif.2026.0040

bulk RNA-seqBayesian inference

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NeuroscienceJournal of Computational NeurosciencePeer-reviewedAug 18, 2026

Task-Parametrized Dynamics: Representation of Time and Decisions in Recurrent Neural Networks

C. Jarne, Ryeongkyung Yoon, Tahra L. Eissa…·Krešimir Josić́

This study investigates how RNNs represent time and make decisions during delayed tasks, finding multiple dynamical solutions with similar behavior.

DOI 10.1007/s10827-026-00952-7

statistical model

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