Author

Samuel Cain

University of Edinburgh

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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Systems Biology· 1

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Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:metabolomics· 1 Approach:variational autoencoder· 1

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Charlotte MerzbacheriD· 1 shared Diego A. OyarzúniD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperSystems Biology

Charlotte MerzbacherORCID

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1 paper

Recent·Most cited

Low-dimensional representations of genome-scale metabolism

Samuel Cain, Charlotte Merzbacher, Diego A. Oyarzún

This paper uses self-supervised learning to create low-dimensional representations of genome-scale metabolic flux data, improving cell type classification and comparison across organisms.

bioRxiv · May 31, 2024 · PreprintSystems Biology