AS
A. M. M. Scaife
astro-ph.GAastro-ph.IMastro-ph.COastro-ph.HEastro-ph.SRastro-phcs.LGcs.CVcs.AIastro-ph.EP
On Valency
published · living versionsW_yqzckc6g·v1 · currentpublished
LOFAR MSSS: Detection of a low-frequency radio transient in 400 hrs of monitoring of the North Celestial Pole
with A. J. Stewart, R. P. Fender, J. W. Broderick, T. E. Hassall +97
1 version
W_hfxes35b·v1published
Preprints & journals
202 papers in the corpus · 2004–2026Deep Learning for Astrophysics: An Open Textbook from the NASA Cosmic Origins AI/ML Science and Technology Interest Group2606.30855v2 · Yuan-Sen Ting, Digvijay Wadekar, Phill Cargile et al.2026 · 0 citationsarXiv
Faraday Tomography with the SKA: A New Era of Cosmic Magnetism Studies2606.28221v1 · Miguel Carcamo, Anna M. M. Scaife, Jeroen Stil et al.2026 · 0 citationsarXiv
Monte Carlo conformal prediction for quantifying uncertainty in radio galaxy classification under ambiguous ground truth2603.20000v1 · Alex Walls, James Barry, Devina Mohan et al.2026 · 0 citationsarXiv
Variational views for self-supervised learning in radio astronomy2602.18923v2 · Johnny Joseph Alphonse, Anna M. M. Scaife2026 · 0 citationsarXiv
Galaxy Zoo Evo: 1 million human-annotated images of galaxies2512.23691v1 · Mike Walmsley, Steven Bamford, Hugh Dickinson et al.2025 · 0 citationsarXiv
Natural gradient descent for improving variational inference based classification of radio galaxies2511.13224v1 · Devina Mohan, Anna M. M. Scaife2025 · 0 citationsarXiv
Intrinsic Dimension Estimation for Radio Galaxy Zoo using Diffusion Models2511.11490v1 · Joan Font-Quer Roset, Devina Mohan, Anna Scaife2025 · 0 citationsNeurIPS 2025 Workshop on ML for Physical Sciences
Radio Galaxy Zoo: Morphological classification by Fanaroff-Riley designation using self-supervised pre-training2509.11988v1 · Nutthawara Buatthaisong, Inigo Val Slijepcevic, Anna M. M. Scaife et al.2025 · 0 citationsMon Not R Astron Soc (2025) 4062-4078
IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors2501.02473v1 · No'e Dia, M. J. Yantovski-Barth, Alexandre Adam et al.2025 · 0 citationsarXiv
E(2)-Equivariant Features in Machine Learning for Morphological Classification of Radio Galaxies2406.09024v2 · Natalie E. P. Lines, Joan Font-Quer Roset, Anna M. M. Scaife2024 · 1 citationarXiv
Evaluating Bayesian deep learning for radio galaxy classification2405.18351v1 · Devina Mohan, Anna M. M. Scaife2024 · 0 citationsarXiv
Scaling Laws for Galaxy Images2404.02973v1 · Mike Walmsley, Micah Bowles, Anna M.M. Scaife et al.2024 · 2 citationsarXiv
MIGHTEE Polarization Early Science Fields: The Deep Polarized Sky2312.13230v1 · A. R. Taylor, S. Sekhar, L. Heino et al.2023 · 29 citationsarXiv
Rare Galaxy Classes Identified In Foundation Model Representations2312.02910v1 · Mike Walmsley, Anna M.M. Scaife2023 · 4 citationsarXiv
Bayesian Imaging for Radio Interferometry with Score-Based Priors2311.18012v1 · Noe Dia, M. J. Yantovski-Barth, Alexandre Adam et al.2023 · 1 citationarXiv
Combining astrophysical datasets with CRUMB2311.10507v1 · Fiona A. M. Porter, Anna M. M. Scaife2023 · 0 citationsarXiv
MCMC to address model misspecification in Deep Learning classification of Radio Galaxies2311.08243v1 · Devina Mohan, Anna Scaife2023 · 1 citationarXiv
Galaxy Zoo DESI: Detailed Morphology Measurements for 8.7M Galaxies in the DESI Legacy Imaging Surveys2309.11425v1 · Mike Walmsley, Tobias G'eron, Sandor Kruk et al.2023 · 58 citationsarXiv
Probing magnetic fields in the circumgalactic medium using polarization data from MIGHTEE2308.11391v1 · K. Bockmann, M. Bruggen, V. Heesen et al.2023 · 19 citationsA&A 678, A56 (2023)
Radio Galaxy Zoo: Towards building the first multi-purpose foundation model for radio astronomy with self-supervised learning2305.16127v3 · Inigo V. Slijepcevic, Anna M. M. Scaife, Mike Walmsley et al.2023 · 28 citationsarXiv
MiraBest: A Dataset of Morphologically Classified Radio Galaxies for Machine Learning2305.11108v1 · Fiona A. M. Porter, Anna M. M. Scaife2023 · 17 citationsarXiv
Radio Galaxy Zoo EMU: Towards a Semantic Radio Galaxy Morphology Taxonomy2304.07171v1 · Micah Bowles, Hongming Tang, Eleni Vardoulaki et al.2023 · 12 citationsarXiv
The Faraday Rotation Measure Grid of the LOFAR Two-metre Sky Survey: Data Release 22301.07697v1 · S. P. O'Sullivan, T. W. Shimwell, M. J. Hardcastle et al.2023 · 57 citationsarXiv
JCMT BISTRO Observations: Magnetic Field Morphology of Bubbles Associated with NGC 63342212.10884v1 · Mehrnoosh Tahani, Pierre Bastien, Ray S. Furuya et al.2022 · 24 citationsarXiv
A New Task: Deriving Semantic Class Targets for the Physical Sciences2210.14760v2 · Micah Bowles, Hongming Tang, Eleni Vardoulaki et al.2022 · 2 citationsarXiv
The JCMT BISTRO Survey: A Spiral Magnetic Field in a Hub-filament Structure, Monoceros R22210.05937v4 · Jihye Hwang, Jongsoo Kim, Kate Pattle et al.2022 · 31 citationsarXiv
Learning useful representations for radio astronomy "in the wild" with contrastive learning2207.08666v1 · Inigo Val Slijepcevic, Anna M. M. Scaife, Mike Walmsley et al.2022 · 2 citationsarXiv
A GPU-based Imager with Polarised Primary-beam Correction2206.15117v1 · Chris J. Skipper, Anna M. M. Scaife, J. Patrick Leahy2022 · 0 citationsarXiv
Towards Galaxy Foundation Models with Hybrid Contrastive Learning2206.11927v1 · Mike Walmsley, Inigo Val Slijepcevic, Micah Bowles et al.2022 · 12 citationsarXiv
A Compressed Sensing Faraday Depth Reconstruction Framework for the MeerKAT MIGHTEE-POL Survey2206.03283v1 · Miguel C'arcamo, Anna Scaife, Russ Taylor et al.2022 · 0 citationsarXiv
CS-ROMER: A novel compressed sensing framework for Faraday depth reconstruction2205.01413v3 · Miguel C'arcamo, Anna M. M. Scaife, Emma L. Alexander et al.2022 · 4 citationsMiguel C\'arcamo, Anna M M Scaife, Emma L Alexander, J Patrick Leahy, CS-ROMER: A novel compressed sensing framework for Faraday depth reconstruction, Monthly Notices of the Royal Astronomical Society, 2022;, stac3031
Radio Galaxy Zoo: Using semi-supervised learning to leverage large unlabelled data-sets for radio galaxy classification under data-set shift2204.08816v4 · Inigo V. Slijepcevic, Anna M. M. Scaife, Mike Walmsley et al.2022 · 35 citationsarXiv
The contribution of magnetized galactic outflows to extragalactic Faraday rotation2204.06475v1 · Andres Aramburo-Garcia, Kyrylo Bondarenko, Alexey Boyarsky et al.2022 · 9 citationsarXiv
Revision of Faraday rotation measure constraints on the primordial magnetic field using the IllustrisTNG simulation2204.05918v2 · Andres Aramburo-Garcia, Kyrylo Bondarenko, Alexey Boyarsky et al.2022 · 11 citationsarXiv
Magnetic field strength in cosmic web filaments2202.04607v1 · E. Carretti, V. Vacca, S. P. O'Sullivan et al.2022 · 62 citationsarXiv
Quantifying Uncertainty in Deep Learning Approaches to Radio Galaxy Classification2201.01203v2 · Devina Mohan, Anna M. M. Scaife, Fiona Porter et al.2022 · 16 citationsarXiv
Radio Galaxy Zoo: Giant Radio Galaxy Classification using Multi-Domain Deep Learning2112.03564v1 · H.Tang, A.M.M.Scaife, O.I.Wong et al.2021 · 14 citationsarXiv
Quantum Machine Learning for Radio Astronomy2112.02655v2 · Mohammad Kordzanganeh, Aydin Utting, Anna Scaife2021 · 9 citationsarXiv
Weight Pruning and Uncertainty in Radio Galaxy Classification2111.11654v2 · Devina Mohan, Anna Scaife2021 · 1 citationarXiv
Can semi-supervised learning reduce the amount of manual labelling required for effective radio galaxy morphology classification?2111.04357v4 · Inigo V. Slijepcevic, Anna M. M. Scaife2021 · 1 citationarXiv
E(2) Equivariant Self-Attention for Radio Astronomy2111.04742v2 · Micah Bowles, Matthew Bromley, Max Allen et al.2021 · 3 citationsarXiv
Practical Galaxy Morphology Tools from Deep Supervised Representation Learning2110.12735v2 · Mike Walmsley, Anna M. M. Scaife, Chris Lintott et al.2021 · 64 citationsMNRAS Volume 513, Issue 2, June 2022, Pages 1581-1599
The JCMT BISTRO Survey: An 850/450m Polarization Study of NGC 2071IR in OrionB2109.13543v1 · A-Ran Lyo, Jongsoo Kim, Sarah Sadavoy et al.2021 · 23 citationsThe Astrophysical Journal, 2021, 918, 85
Square Kilometre Array : Processing Voluminous MeerKAT Data on IRIS2105.14613v2 · Priyaa Thavasimani, Anna Scaife2021 · 3 citationsarXiv
LOFAR imaging of Cygnus A -- Direct detection of a turnover in the hotspot radio spectra2103.16961v1 · J. P. McKean, L. E. H. Godfrey, S. Vegetti et al.2021 · 67 citationsMNRAS, 463, 3143 (2016)
Revealing the diverse magnetic field morphologies in Taurus dense cores with sensitive sub-millimeter polarimetry2103.02219v1 · Chakali Eswaraiah, Di Li, Ray S. Furuya et al.2021 · 36 citationsarXiv
Fanaroff-Riley classification of radio galaxies using group-equivariant convolutional neural networks2102.08252v2 · Anna M. M. Scaife, Fiona Porter2021 · 43 citationsarXiv
Structured Variational Inference for Simulating Populations of Radio Galaxies2102.01007v2 · David J. Bastien, Anna M. M. Scaife, Hongming Tang et al.2021 · 14 citationsarXiv
Gaussian Process Modelling for Improved Resolution in Faraday Depth Reconstruction2101.07099v1 · S.W. Ndiritu, A.M.M. Scaife, D.L. Tabb et al.2021 · 5 citationsarXiv
Dust polarized emission observations of NGC 6334; BISTRO reveals the details of the complex but organized magnetic field structure of the high-mass star-forming hub-filament network2012.13060v1 · D. Arzoumanian, R. Furuya, T. Hasegawa et al.2020 · 83 citationsA&A 647, A78 (2021)
Career total: at least 464 works. 202 are in this corpus.Showing the 50 most recent.
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