Micah Bowles
University of Manchester(GB)University of Oxford(GB)Science Oxford(GB)
Publications by Year
Research Areas
Radio Astronomy Observations and Technology, Galaxies: Formation, Evolution, Phenomena, Astronomy and Astrophysical Research, Astrophysics and Cosmic Phenomena, Soil Moisture and Remote Sensing
Most-Cited Works
- → Attention-gating for improved radio galaxy classification(2020)41 cited
- → Radio Galaxy Zoo: Using semi-supervised learning to leverage large unlabelled data-sets for radio galaxy classification under data-set shift(2022)33 cited
- → Zoobot: Adaptable Deep Learning Models for GalaxyMorphology(2023)31 cited
- → MIGHTEE polarization early science fields: the deep polarized sky(2024)23 cited
- → Radio galaxy zoo: towards building the first multipurpose foundation model for radio astronomy with self-supervised learning(2023)22 cited
- → Structured variational inference for simulating populations of radio galaxies(2021)15 cited
- → Quantifying uncertainty in deep learning approaches to radio galaxy classification(2022)15 cited
- → Towards Galaxy Foundation Models with Hybrid Contrastive Learning(2022)14 cited
- → Radio galaxy zoo EMU: towards a semantic radio galaxy morphology taxonomy(2023)10 cited
- → The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data(2024)3 cited