Mining Hubble Space Telescope images. - Alex Hocking; Yi Sun 001; James E. Geach; Neil Davey (IJCNN, 2017)

Pix2Prof: fast extraction of sequential information from galaxy imagery via deep learning. - Michael J. Smith 013; Nikhil Arora; Connor Stone; Stéphane Courteau; James E. Geach (CoRR, 2020)

Realistic galaxy image simulation via score-based generative models. - Michael J. Smith 013; James E. Geach; Ryan A. Jackson; Nikhil Arora; Connor Stone; Stéphane Courteau (CoRR, 2021)

Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy. - Michael J. Smith 013; James E. Geach (CoRR, 2022)

EarthPT: a foundation model for Earth Observation. - Michael J. Smith 013; Luke Fleming; James E. Geach (CoRR, 2023)

Dargana: fine-tuning EarthPT for dynamic tree canopy mapping from space. - Michael J. Smith 013; Luke Fleming; James E. Geach; Ryan J. Roberts; Freddie Kalaitzis; James Banister (CoRR, 2025)