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Molecular Biology and Evolution|October 2, 2018
FADS1 and the Timing of Human Adaptation to AgricultureSara Mathieson, Iain MathiesonBiorxiv : the Preprint Server for Biology|June 4, 2026
Fast pairwise coalescence enables gene-resolution scans for recent selection in diverse human populationsKevin Korfmann, Sara MathiesonBiorxiv : the Preprint Server for Biology|March 22, 2023
INTERPRETING GENERATIVE ADVERSARIAL NETWORKS TO INFER NATURAL SELECTION FROM GENETIC DATARebecca Riley, Iain Mathieson, Sara MathiesonGenetics|February 22, 2024
Interpreting generative adversarial networks to infer natural selection from genetic dataRebecca Riley, Iain Mathieson, Sara MathiesonElife|December 1, 2023
The genomic footprint of social stratification in admixing American populationsAlex Mas-Sandoval, Sara Mathieson, Matteo FumagalliBiorxiv : the Preprint Server for Biology|March 18, 2026
Popformer: Learning general signatures of positive selection with a self-supervised transformerLeon Zong, Sorelle A Friedler, Sara MathiesonPlos Computational Biology|July 15, 2026
Popformer: Learning general signatures of positive selection with a self-supervised transformerLeon Zong, Sorelle A Friedler, Sara MathiesonBMC Bioinformatics|November 24, 2019
ImaGene: a convolutional neural network to quantify natural selection from genomic dataLuis Torada, Lucrezia Lorenzon, Alice Beddis, et al.Advances in Neural Information Processing Systems|November 27, 2020
A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural NetworksJeffrey Chan, Valerio Perrone, Jeffrey P Spence, et al.Molecular Ecology Resources|March 21, 2021
Automatic inference of demographic parameters using generative adversarial networksZhanpeng Wang, Jiaping Wang, Michael Kourakos, et al.Pageof 2