Author

Griffith Hughes

University of California San Diego

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Assay:bulk RNA-seq· 1 Organism:E. coli· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Bernhard Ørn PalssoniD· 1 shared Christopher DalldorfiD· 1 shared Daniel Craig ZielinskiiD· 1 shared Gaoyuan LiiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Bernhard Ørn PalssonORCID

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1 paper

Recent·Most cited

Data-driven modeling of E. coli transcriptional regulation

Christopher Dalldorf, Griffith Hughes, Gaoyuan Li, Bernhard Ørn Palsson, Daniel Craig Zielinski

This paper develops a workflow to model E. coli transcriptional regulation using machine learning and gene expression data, showing it can capture multi-scale regulation and resolve regulatory paradoxes.

bioRxiv · May 30, 2024 · PreprintBioinformatics