M
Mike Walmsley
Researcher at University of Oxford
Publications - 12
Citations - 214
Mike Walmsley is an academic researcher from University of Oxford. The author has contributed to research in topics: Galaxy & Deep learning. The author has an hindex of 5, co-authored 12 publications receiving 110 citations. Previous affiliations of Mike Walmsley include University of Edinburgh.
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Journal ArticleDOI
Galaxy Zoo: probabilistic morphology through Bayesian CNNs and active learning
Mike Walmsley,Lewis Smith,Chris Lintott,Yarin Gal,Steven P. Bamford,Hugh Dickinson,Lucy Fortson,Sandor Kruk,Karen L. Masters,Karen L. Masters,Claudia Scarlata,Brooke Simmons,Brooke Simmons,Rebecca Smethurst,Darryl Wright +14 more
TL;DR: By combining human and machine intelligence, Galaxy Zoo will be able to classify surveys of any conceivable scale on a timescale of weeks, providing massive and detailed morphology catalogues to support research into galaxy evolution.
Journal ArticleDOI
Identification of low surface brightness tidal features in galaxies using convolutional neural networks
TL;DR: In this article, the authors used convolutional neural networks (CNNs) with dropout and augmentation to identify galaxies in the CFHTLS-Wide Survey that have faint tidal features.
Journal ArticleDOI
Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies
Mike Walmsley,Chris Lintott,Tobias Géron,Sandor Kruk,Coleman Krawczyk,Kyle W. Willett,Steven P. Bamford,William C. Keel,Lee S. Kelvin,Lucy Fortson,Karen L. Masters,Vihang Mehta,Brooke Simmons,Rebecca Smethurst,Elisabeth Baeten,Christine Macmillan +15 more
TL;DR: Galaxy Zoo DECaLS as mentioned in this paper is a dataset of galaxies within the SDSS DR8 footprint with detailed visual morphological classifications for Dark Energy Camera Legacy Survey images.
Journal ArticleDOI
Optimal Trajectories for Planetary Pole-Sitter Missions
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The Effect of Minor and Major Mergers on the Evolution of Low Excitation Radio Galaxies
Yjan A. Gordon,Yjan A. Gordon,Kevin A. Pimbblet,Sugata Kaviraj,Matt S. Owers,Christopher P. O'Dea,Christopher P. O'Dea,Mike Walmsley,Stefi A. Baum,Stefi A. Baum,Jacob P. Crossett,Amelia Fraser-McKelvie,Chris Lintott,J. C. S. Pierce +13 more
TL;DR: In this paper, the authors used the Dark Energy Camera Legacy Survey (DECaLS) to search for past, or ongoing, merger activity in a sample of low-excitation radio galaxies (LERGs).