Author

Peter Swain

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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Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Assay:bulk RNA-seq· 1 Research Focus:cell signaling & trafficking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Allen Leary· 1 shared Ivan BN Clark· 1 shared Jackie Vogel· 1 shared Keiran Stevenson· 1 shared Luis F Montano-Gutierrez· 1 shared Teuta Pilizota· 1 shared

Activity by Year

2016-2016 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperMicrobiology

Allen Leary

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1 paper

Recent·Most cited

Inferring time-derivatives, including cell growth rates, using Gaussian processes

Peter Swain, Keiran Stevenson, Allen Leary, Luis F Montano-Gutierrez, Ivan BN Clark, Jackie Vogel, Teuta Pilizota

The paper introduces a Gaussian process-based method to infer time-derivatives from time-series data, demonstrating its application to microbial growth, amyloid assembly, and yeast cell dynamics.

bioRxiv · May 25, 2016Microbiology