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A catalogue of complex radio sources in the Rapid ASKAP Continuum Survey created using a Self-Organising Map (2025)
Journal Article
Alam, A., Pimbblet, K., & Gordon, Y. (2025). A catalogue of complex radio sources in the Rapid ASKAP Continuum Survey created using a Self-Organising Map. Publications / Astronomical Society of Australia, 42, Article e013. https://doi.org/10.1017/pasa.2024.133

Next generations of radio surveys are expected to identify tens of millions of new sources, and identifying and classifying their morphologies will require novel and more efficient methods. Self-Organising Maps (SOMs), a type of unsupervised machine... Read More about A catalogue of complex radio sources in the Rapid ASKAP Continuum Survey created using a Self-Organising Map.

The impact of galaxy orientation on neighbour galaxy counts (2021)
Thesis
Alam, A. The impact of galaxy orientation on neighbour galaxy counts. (Thesis). University of Hull. https://hull-repository.worktribe.com/output/4224279

We utilised data from Galaxy Zoo, Sloan Digital Sky Survey and Yang et al. (2007) catalogue to determine if a galaxy’s orientation, i.e. whether it is viewed edge-on or face-on, impacts the number of observed neighbour galaxies. The results showed th... Read More about The impact of galaxy orientation on neighbour galaxy counts.