Xan Guilian Atkinson

EmailXan.Morice-Atkinsonport.acuk

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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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6 Article

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 othersVincente, J. D., DePoy, D., Diehl, H. T., Doel, P., Frieman, J., Garcia-Bellido, J., Gruen, D., Gutierrez, G., Hanley, D., Hollowood, D., Honscheid, K., James, D., Jeltema, T., Kuehn, K., Lima, M., Maia, M. A. G., Marshall, J., Martini, P., Melchior, P., Menanteau, F., Miquel, R., Malagon, A. P., Richardson, S., Romer, K., Sanchez, E., Scarpine, V., Schindler, R., Sevilla, I., Smith, M., Soares-Santos, M., Sobreira, F., Suchyta, E., Tarle, G., Walker, A. & Wester, W., 1 Mar 2019, In: Monthly Notices of the Royal Astronomical Society. 483, 3, p. 3060–3081
Research output: Contribution to journal › Article › peer-review

Open Access
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240 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 Access
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111 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 othersKind, M. C., Castander, F. J., D'Andrea, C. B., Costa, L. A. N. D., Desai, S., Diehl, H. T., Doel, P., Eifler, T. F., Flaugher, B., Frieman, J., Gerdes, D. W., Goldstein, D. A., Gruen, D., Gschwend, J., Gutierrez, G. R., James, D. J., Kuehn, K., Kuhlmann, S., Lahav, O., Li, T. S., Lima, M., Maia, M. A. G., March, M. C., Marshall, J. L., Martini, P., Melchior, P., Miquel, R., Plazas, A. A., Rykoff, E. S., Sanchez, E., Scarpine, V., Schindler, R., Schubnell, M., Sevilla-Noarbe, I., Smith, M., Sobreira, F., Suchyta, E., Swanson, M. E. C., Tarle, G., Tucker, D. L. & Walker, A. R., 14 Jul 2017, In: The Astrophysical Journal. 843, 2, 148.
Research output: Contribution to journal › Article › peer-review

Open Access
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203 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 Access
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65 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 othersBurke, D. L., Capozzi, D., Caminha, G. B., Carlsen, J., Carnero-Rosell, A., Carollo, M., Carrasco-Kind, M., Carretero, J., Castander, F. J., Clerkin, L., Collett, T., Conselice, C., Crocce, M., Cunha, C. E., D'Andrea, C. B., Costa, L. N. D., Davis, T. M., Desai, S., Diehl, H. T., Dietrich, J. P., Doel, P., Drlica-Wagner, A., Etherington, J., Estrada, J., Manera, M., Maraston, C., Morice-Atkinson, X., Nichol, R. C., Percival, W. J., Ross, A. & Thomas, D., 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 Access
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422 Downloads (Pure)

Machine learning approaches for astrophysics and cosmology
Author: Morice-Atkinson, X., Mar 2019
Supervisor: Bacon, D. (Supervisor) & Koyama, K. (Supervisor)
Student thesis: Doctoral Thesis

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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
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

AI in Orthopaedics
Jeremy Rushbrook (Presented poster), Shah Siddiqui (Presented poster), Christopher Pattison (Presented paper), Xan Guilian Atkinson (Presented paper), Shamsul Masum (Presented paper), Andrew Lundgren (Presented paper), Philip Sauvé (Presented paper), Advait Gandhe (Presented paper) & Adrian Hopgood (Presented paper)
27 Sep 2022
Activity: Participating in or organising an event types › Participation in conference

Xan Guilian Atkinson

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