Dr Micah Bowles: Publications

Zoobot: Adaptable Deep Learning Models for GalaxyMorphology

The Journal of Open Source Software The Open Journal 8:85 (2023) 5312

Authors:

Mike Walmsley, Campbell Allen, Ben Aussel, Micah Bowles, Kasia Gregorowicz, Inigo Val Slijepcevic, Chris J Lintott, Anna MM Scaife, Maja Jabłońska, Kosio Karchev, Denise Lanzieri, Devina Mohan, David O’Ryan, Bharath Saiguhan, Crisel Suárez, Nicolás Guerra-Varas, Renuka Velu

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Radio galaxy zoo EMU: towards a semantic radio galaxy morphology taxonomy

Monthly Notices of the Royal Astronomical Society Oxford University Press (OUP) 522:2 (2023) 2584-2600

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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A New Task: Deriving Semantic Class Targets for the Physical Sciences

ArXiv 2210.1476 (2022)

Authors:

Micah Bowles, Hongming Tang, Eleni Vardoulaki, Emma L Alexander, Yan Luo, Lawrence Rudnick, Mike Walmsley, Fiona Porter, Anna MM Scaife, Inigo Val Slijepcevic, Gary Segal

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A Compressed Sensing Faraday Depth Reconstruction Framework for the MeerKAT MIGHTEE-POL Survey

ArXiv 2206.03283 (2022)

Authors:

Miguel Cárcamo, Anna Scaife, Russ Taylor, Matt Jarvis, Micah Bowles, Srikrishna Sekhar, Lennart Heino, Jeroen Stil

Details from ArXiV

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

ArXiv 2204.08816 (2022)

Authors:

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

Details from ArXiV

Dr Micah Bowles

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Zoobot: Adaptable Deep Learning Models for GalaxyMorphology

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Radio galaxy zoo EMU: towards a semantic radio galaxy morphology taxonomy

Authors:

A New Task: Deriving Semantic Class Targets for the Physical Sciences

Authors:

A Compressed Sensing Faraday Depth Reconstruction Framework for the MeerKAT MIGHTEE-POL Survey

Authors:

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

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Dr Micah Bowles

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Zoobot: Adaptable Deep Learning Models for GalaxyMorphology

Authors:

Radio galaxy zoo EMU: towards a semantic radio galaxy morphology taxonomy

Authors:

A New Task: Deriving Semantic Class Targets for the Physical Sciences

Authors:

A Compressed Sensing Faraday Depth Reconstruction Framework for the MeerKAT MIGHTEE-POL Survey

Authors:

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

Authors: