Research outputs per year
Research outputs per year
Personal profile
Biography
I completed my PhD at the Institute of Cosmology and Gravitation (ICG) in 2018 where I studied applications of machine learning methods to Astrophysics and Cosmology. I then worked for a few years as a Data Scientist in Air Traffic Services. Now I am back at the ICG as a Research Software Engineer where I mainly program computers to do Astrophysics related tasks.
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Research output
- 6 Article
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Candidate massive galaxies at z ∼ 4 in the Dark Energy Survey
Guarnieri, P., Maraston, C., Thomas, D., Pforr, J., Gonzalez-Perez, V., Etherington, J., Carlsen, J., Morice-Atkinson, X., Conselice, C. J., Gschwend, J., Kind, M. C., Abbott, T., Allam, S., Brooks, D., Burke, D., Rosell, A. C., Carretero, J., Cunha, C., ďAndrea, C., Costa, L. D. & 35 others, , 1 Mar 2019, In: Monthly Notices of the Royal Astronomical Society. 483, 3, p. 3060–3081Research output: Contribution to journal › Article › peer-review
Open AccessFile222 Downloads (Pure) -
Learning from the machine: interpreting machine learning algorithms for point- and extended-source classification
Morice-Atkinson, X., Hoyle, B. & Bacon, D., 11 Dec 2018, In: Monthly Notices of the Royal Astronomical Society. 481, 3, p. 4194-4205 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile94 Downloads (Pure) -
Core or cusps: the central dark matter profile of a redshift one strong lensing cluster with a bright central image at Redshift 1
Collett, T. E., Buckley-Geer, E. J., Lin, H., Bacon, D., Nichol, R. C., Nord, B., Morice-Atkinson, X., Amara, A., Birrer, S., Kuropatkin, N., More, A., Papovich, C., Romer, A. K., Tessore, N., Abbott, T. M. C., Allam, S. S., Annis, J., Benoit-Lévy, A., Brooks, D., Burke, D. L. & 41 others, , 14 Jul 2017, In: The Astrophysical Journal. 843, 2, 148.Research output: Contribution to journal › Article › peer-review
Open AccessFile182 Downloads (Pure) -
Phase synchronization of baroclinic waves in a differentially heated rotating annulus experiment subject to periodic forcing with a variable duty cycle
Read, P. L., Morice-Atkinson, X., Allen, E. J. & Castrejón-Pita, A. A., 1 Dec 2017, In: Chaos. 27, 12, 13 p., 127001.Research output: Contribution to journal › Article › peer-review
Open AccessFile49 Downloads (Pure) -
The Dark Energy Survey: more than dark energy - an overview
Dark Energy Survey Collaboration, Abbott, T., Abdalla, F. B., Allam, S., Aleksic, J., Amara, A., Bacon, D., Balbinot, E., Banerji, M., Bechtol, K., Benoit-Levy, A., Bernstein, G. M., Bertin, E., Blazek, J., Dodelson, S., Bonnett, C., Brooks, D., Bridle, S., Brunner, R. J., Buckley-Geer, E. & 31 others, , 1 Aug 2016, In: Monthly Notices of the Royal Astronomical Society. 460, 2, p. 1270-1299 30 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile404 Downloads (Pure)
Thesis
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Machine learning approaches for astrophysics and cosmology
Author: Morice-Atkinson, X., Mar 2019Supervisor: Bacon, D. (Supervisor) & Koyama, K. (Supervisor)
Student thesis: Doctoral Thesis
File
Datasets
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Data availability statement for 'Candidate massive galaxies at z ∼ 4 in the Dark Energy Survey'.
Guarnieri, P. (Creator), Maraston, C. (Creator), Thomas, D. (Creator) & Atkinson, X. G. (Creator), Oxford University Press, 6 Dec 2018
Dataset
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Data availability statement for 'Learning from the machine: interpreting machine learning algorithms for point- and extended-source classification'.
Atkinson, X. G. (Creator), Hoyle, B. (Creator) & Bacon, D. (Creator), Oxford University Press, 20 Sep 2018
Dataset