Dr Micah Bowles: Publications

Radio Galaxy Zoo EMU: Towards a Semantic Radio Galaxy Morphology Taxonomy

ArXiv 2304.07171 (2023)

Authors:

Micah Bowles, Hongming Tang, Eleni Vardoulaki, Emma L Alexander, Yan Luo, Lawrence Rudnick, Mike Walmsley, Fiona Porter, Anna MM Scaife, Inigo Val Slijepcevic, Elizabeth AK Adams, Alexander Drabent, Thomas Dugdale, Gülay Gürkan, Andrew M Hopkins, Eric F Jimenez-Andrade, Denis A Leahy, Ray P Norris, Syed Faisal ur Rahman, Xichang Ouyang, Gary Segal, Stanislav S Shabala, O Ivy Wong

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Scaling Laws for Galaxy Images

(2024)

Authors:

Mike Walmsley, Micah Bowles, Anna MM Scaife, Jason Shingirai Makechemu, Alexander J Gordon, Annette MN Ferguson, Robert G Mann, James Pearson, Jürgen J Popp, Jo Bovy, Josh Speagle, Hugh Dickinson, Lucy Fortson, Tobias Géron, Sandor Kruk, Chris J Lintott, Kameswara Mantha, Devina Mohan, David O'Ryan, Inigo V Slijepevic

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Attention-gating for improved radio galaxy classification

Monthly Notices of the Royal Astronomical Society Oxford University Press (OUP) 501:3 (2021) 4579-4595

Authors:

Micah Bowles, Anna MM Scaife, Fiona Porter, Hongming Tang, David J Bastien

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

Monthly Notices of the Royal Astronomical Society Oxford University Press (OUP) 514:2 (2022) 2599-2613

Authors:

Inigo V Slijepcevic, Anna MM Scaife, Mike Walmsley, Micah Bowles, O Ivy Wong, Stanislav S Shabala, Hongming Tang

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IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors

ArXiv 2501.02473 (2025)

Authors:

Noé Dia, MJ Yantovski-Barth, Alexandre Adam, Micah Bowles, Laurence Perreault-Levasseur, Yashar Hezaveh, Anna Scaife

Details from ArXiV

Dr Micah Bowles

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Radio Galaxy Zoo EMU: Towards a Semantic Radio Galaxy Morphology Taxonomy

Authors:

Scaling Laws for Galaxy Images

Authors:

Attention-gating for improved radio galaxy classification

Authors:

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

Authors:

IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors

Authors:

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Dr Micah Bowles

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Radio Galaxy Zoo EMU: Towards a Semantic Radio Galaxy Morphology Taxonomy

Authors:

Scaling Laws for Galaxy Images

Authors:

Attention-gating for improved radio galaxy classification

Authors:

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

Authors:

IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors

Authors: