Fast Model Inference and Training On-Board of Satellites. - Vít Ruzicka; Gonzalo Mateo-García; Chris Bridges 001; Chris Brunskill; Cormac Purcell; Nicolas Longépé; Andrew Markham (IGARSS, 2023)

Utility of Spectral Filtering to Improve the Reliability of Marine Fauna Detections from Drone-Based Monitoring. - Andrew P. Colefax; Andrew J. Walsh; Cormac Purcell; Paul A. Butcher (Sensors, 2023)

Accelerating RavÆn for Real-Time Satellite Image Change Detection. - Hongda Zhou; Weilin Tao; Oliver Diessel; Cormac Purcell (ICFPT, 2024)

Live Twinning: A Vision of ML Enabled Assets in Leo for Rapid Response to Natural Catastrophes. - James Parr; Giacomo Acciarini; Chris Bridges 001; Gonzalo Mateo-Garcia; Enrique Portales Julia; Cormac Purcell; Vít Ruzicka; Anne Spalding; Josh Veitch-Michaelis (IGARSS, 2024)

Conformer: Embedding Continuous Attention in Vision Transformer for Weather Forecasting. - Hira Saleem; Flora D. Salim; Cormac Purcell (CoRR, 2024)

PACER: Physics Informed Uncertainty Aware Climate Emulator. - Hira Saleem; Flora D. Salim; Cormac Purcell (CoRR, 2024)

Training-free AI for Earth Observation Change Detection using Physics Aware Neuromorphic Networks. - Stephen Smith; Cormac Purcell; Zdenka Kuncic (CoRR, 2025)