Dr Mike Walmsley

Research Associate

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Publications

  1. 2022
  2. Published

    Radio Galaxy Zoo: using semi-supervised learning to leverage large unlabelled data sets for radio galaxy classification under data set shift

    Slijepcevic, I. V., Scaife, A. M. M., Walmsley, M., Bowles, M., Wong, O. I., Shabala, S. S. & Tang, H., 1 Aug 2022, In: Monthly Notices of the Royal Astronomical Society. 514, 2, p. 2599-2613 15 p.

    Research output: Contribution to journalArticlepeer-review

  3. Published

    Practical galaxy morphology tools from deep supervised representation learning

    Walmsley, M., Scaife, A. M. M., Lintott, C. J., Lochner, M., Etsebeth, V., Géron, T., Dickinson, H., Fortson, L., Kruk, S., Masters, K. L., Mantha, K. B. & Simmons, B. D., 1 Jun 2022, In: Monthly Notices of the Royal Astronomical Society. 513, 2, p. 1581-1599 19 p.

    Research output: Contribution to journalArticlepeer-review

  4. Published

    Quantifying the poor purity and completeness of morphological samples selected by galaxy colour

    Smethurst, R. J., Masters, K. L., Simmons, B. D., Garland, I. L., Géron, T., Häußler, B., Kruk, S., Lintott, C. J., O’Ryan, D. & Walmsley, M., 1 Mar 2022, In: Monthly Notices of the Royal Astronomical Society. 510, 3, p. 4126-4133 8 p.

    Research output: Contribution to journalArticlepeer-review

  5. Published

    Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314 000 galaxies

    Walmsley, M., Lintott, C. J., Géron, T., Kruk, S., Krawczyk, C., Willett, K. W., Bamford, S., Kelvin, L. S., Fortson, L., Gal, Y., Keel, W., Masters, K. L., Mehta, V., Simmons, B. D., Smethurst, R., Smith, L., Baeten, E. M. & Macmillan, C., 1 Jan 2022, In: Monthly Notices of the Royal Astronomical Society. 509, 3, p. 3966-3988 23 p.

    Research output: Contribution to journalArticlepeer-review

  6. 2019
  7. Published

    The Effect of Minor and Major Mergers on the Evolution of Low-excitation Radio Galaxies

    Gordon, Y. A., Pimbblet, K. A., Kaviraj, S., Owers, M. S., O'Dea, C. P., Walmsley, M., Baum, S. A., Crossett, J. P., Fraser-McKelvie, A., Lintott, C. J. & Pierce, J. C. S., 18 Jun 2019, In: The Astrophysical Journal. 878, 2, p. 1-13 13 p.

    Research output: Contribution to journalArticlepeer-review

  8. Published

    Cloud Exploration: A new tool for measuring galaxy substructures and a comprehensive census of giant star-forming clumps.

    Dickinson, H. J., Adams, D. T., Fortson, L., Lintott, C. J., Mehta, V., Rafelski, M., Scarlata, C., Simmons, B. D. & Walmsley, M., Jun 2019

    Research output: Other contributionpeer-review

  9. Published

    Modeling with the Crowd: Optimizing the Human-Machine Partnership with Zooniverse

    Dickinson, H., Fortson, L., Scarlata, C., Beck, M. & Walmsley, M., Mar 2019.

    Research output: Working paper

  10. Published

    Robots and Citizens: A Galaxy Zoo view of Machine Learning

    Lintott, C. & Walmsley, M., 1 Jan 2019.

    Research output: Contribution to conferenceAbstract

  11. 2016
  12. Published

    Optimal Trajectories for Planetary Pole-Sitter Missions

    Walmsley, M., Heiligers, J., Ceriotti, M. & McInnes, C., 1 Oct 2016, In: Journal of Guidance, Control, and Dynamics. 39, 10, p. 2461–2468 8 p.

    Research output: Contribution to journalArticlepeer-review