Galaxy zoo DESI: large-scale bars as a secular mechanism for triggering AGN IL Garland, M Walmsley, MS Silcock, LM Potts, J Smith, BD Simmons, ... Monthly Notices of the Royal Astronomical Society, stae1620, 2024 | | 2024 |
Euclid. I. Overview of the Euclid mission JAA Barroso, A Achúcarro, J Adamek, R Adam, GE Addison, N Aghanim, ... | | 2024 |
arXiv: Euclid. I. Overview of the Euclid mission JA Barroso, SS Larsen, E Palazzi, BJ Maughan, M Seiffert, AN Taylor, ... | | 2024 |
Euclid. I. Overview of the Euclid mission Y Mellier, JA Barroso, A Achúcarro, J Adamek, R Adam, GE Addison, ... arXiv preprint arXiv:2405.13491, 2024 | | 2024 |
Scaling Laws for Galaxy Images M Walmsley, M Bowles, AMM Scaife, JS Makechemu, AJ Gordon, ... arXiv preprint arXiv:2404.02973, 2024 | | 2024 |
Galaxy merger challenge: A comparison study between machine learning-based detection methods B Margalef-Bentabol, L Wang, A La Marca, C Blanco-Prieto, D Chudy, ... arXiv preprint arXiv:2403.15118, 2024 | | 2024 |
Astronomaly at scale: searching for anomalies amongst 4 million galaxies V Etsebeth, M Lochner, M Walmsley, M Grespan Monthly Notices of the Royal Astronomical Society 529 (1), 732-747, 2024 | | 2024 |
Euclid preparation. Measuring detailed galaxy morphologies for Euclid with Machine Learning B Aussel, S Kruk, M Walmsley, M Huertas-Company, M Castellano, ... arXiv preprint arXiv:2402.10187, 2024 | | 2024 |
Galaxy Zoo: Weird & Wonderful-Towards an effective human-machine collaborative anomaly detection framework K Mantha, L Fortson, C Lintott, R Sankar, C Scarlata, D Adams, ... American Astronomical Society Meeting Abstracts 56 (2), 302.06, 2024 | | 2024 |
Transfer learning for galaxy feature detection: Finding giant star-forming clumps in low-redshift galaxies using Faster Region-based Convolutional Neural Network JJ Popp, H Dickinson, S Serjeant, M Walmsley, D Adams, L Fortson, ... RAS Techniques and Instruments 3 (1), 174-197, 2024 | | 2024 |
Radio galaxy zoo: towards building the first multipurpose foundation model for radio astronomy with self-supervised learning IV Slijepcevic, AMM Scaife, M Walmsley, M Bowles, OI Wong, SS Shabala, ... RAS Techniques and Instruments 3 (1), 19-32, 2024 | 14 | 2024 |
Rare Galaxy Classes Identified In Foundation Model Representations M Walmsley, AMM Scaife arXiv e-prints, arXiv: 2312.02910, 2023 | 1 | 2023 |
Galaxy Zoo DESI: Detailed morphology measurements for 8.7 M galaxies in the DESI Legacy Imaging Surveys M Walmsley, T Géron, S Kruk, AMM Scaife, C Lintott, KL Masters, ... Monthly Notices of the Royal Astronomical Society 526 (3), 4768-4786, 2023 | 8 | 2023 |
Galaxy mergers in Subaru HSC-SSP: A deep representation learning approach for identification, and the role of environment on merger incidence KC Omori, C Bottrell, M Walmsley, HM Yesuf, AD Goulding, X Ding, ... Astronomy & Astrophysics 679, A142, 2023 | 7 | 2023 |
Constructing impactful machine learning research for astronomy: Best practices for researchers and reviewers D Huppenkothen, M Ntampaka, M Ho, M Fouesneau, B Nord, JEG Peek, ... arXiv preprint arXiv:2310.12528, 2023 | 1 | 2023 |
VizieR Online Data Catalog: Mergers in the HSC-SSP (Omori+, 2023) KC Omori, C Bottrell, M Walmsley, HM Yesuf, AD Goulding, X Ding, ... VizieR Online Data Catalog, J/A+ A/679/A142, 2023 | | 2023 |
Astronomaly at Scale: Searching for Anomalies Amongst 4 Million Galaxies V Etsebeth, M Lochner, M Walmsley, M Grespan arXiv preprint arXiv:2309.08660, 2023 | 2 | 2023 |
VizieR Online Data Catalog: Galaxy Zoo DESI (Walmsley+, 2023) M Walmsley, T Heron, S Kruk, A Scaife, C Lintott, KL Masters, JM Dawson, ... VizieR Online Data Catalog, J/MNRAS/526/4768, 2023 | | 2023 |
Radio galaxy zoo EMU: towards a semantic radio galaxy morphology taxonomy M Bowles, H Tang, E Vardoulaki, EL Alexander, Y Luo, L Rudnick, ... Monthly Notices of the Royal Astronomical Society 522 (2), 2584-2600, 2023 | 6 | 2023 |
Harnessing the Hubble Space Telescope Archives: A Catalog of 21,926 Interacting Galaxies D O’Ryan, B Merín, BD Simmons, A Vojteková, A Anku, M Walmsley, ... The Astrophysical Journal 948 (1), 40, 2023 | 3 | 2023 |