Author

Dmitri Svetlov

Colorado State UniversityORCID 0000-0002-2094-3183Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 2 Assay:scRNA-seq· 2 Research Focus:benchmarking· 1 Organism:human· 1 Approach:simulation· 1 Research Focus:software / tool· 1 Approach:statistical model· 1 Organism:yeast· 1

Frequent Co-Authors

Brian E. MunskyiD· 2 shared Alex PopingaiD· 1 shared Eric RoniD· 1 shared Huy D. VoiD· 1 shared Jack R Forman· 1 shared Joshua Cook· 1 shared Luis U. AguileraiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 12 mutual co-author links

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2 shared papersBioinformatics

Brian E. MunskyORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMar 8, 2026

The Stochastic System Identification Toolkit (SSIT) to model, fit, predict, and design experiments

Alex Popinga, Jack R Forman, Dmitri Svetlov…·Brian E. Munsky

The paper introduces SSIT, a toolkit for stochastic modeling and analysis, demonstrating its application on yeast and breast cancer datasets.

1 citation

Systems BiologyIEEE Conference on Decision and Control (CDC)Peer-reviewedDec 16, 2024

Sequential design of single-cell experiments to identify discrete stochastic models for gene expression.

Joshua Cook, Eric Ron, Dmitri Svetlov…·Brian E. Munsky

This paper develops a sequential experiment design strategy to efficiently identify discrete stochastic models for gene expression using single-cell data.

2 citations

scRNA-seqBayesian inference