Author

S. Mathieson

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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Evolutionary Biology· 2

Signature Assays, Organisms & Methods

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Research Focus:chromatin & epigenetic regulation· 1 Approach:deep learning· 1 Research Focus:development & morphogenesis· 1 Assay:DNA methylation· 1 Approach:experimental assay· 1 Research Focus:host-pathogen & immune response· 1 Organism:human· 1 Research Focus:metabolism & bioenergetics· 1

Frequent Co-Authors

I. Mathieson· 1 shared J. Chan· 1 shared J. P. Spence· 1 shared P. A. Jenkins· 1 shared V. Perrone· 1 shared Y. S. Song· 1 shared

Activity by Year

2018-2018 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 10 mutual co-author links

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1 shared paperEvolutionary Biology

I. Mathieson

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2 papers

Recent·Most cited

A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks

J. Chan, V. Perrone, J. P. Spence, P. A. Jenkins, S. Mathieson, Y. S. Song

This paper introduces an exchangeable neural network framework for likelihood-free inference in population genetics, demonstrating superior performance on recombination hotspot testing.

bioRxiv · Nov 5, 2018 · PreprintEvolutionary Biology

FADS1 and the timing of human adaptation to agriculture

S. Mathieson, I. Mathieson

The paper examines the association between FADS1 genetic variation and agricultural adaptation, finding no strong selection during the Neolithic transition but suggesting later environmental or demographic factors drove adaptation.

bioRxiv · Aug 15, 2018Evolutionary Biology