Spacecraft Collision Risk Assessment with Probabilistic Programming. - Giacomo Acciarini; Francesco Pinto; Sascha Metz; Sarah Boufelja; Sylvester Kaczmarek; Klaus Merz; José A. Martinez-Heras; Francesca Letizia; Christopher Bridges 001; Atilim Günes Baydin (CoRR, 2020)

Towards Automated Satellite Conjunction Management with Bayesian Deep Learning. - Francesco Pinto; Giacomo Acciarini; Sascha Metz; Sarah Boufelja; Sylvester Kaczmarek; Klaus Merz; José A. Martinez-Heras; Francesca Letizia; Christopher Bridges 001; Atilim Günes Baydin (CoRR, 2020)

Unsupervised Change Detection of Extreme Events Using ML On-Board. - Vít Ruzicka; Anna Vaughan; Daniele De Martini; James Fulton; Valentina Salvatelli; Chris Bridges 001; Gonzalo Mateo-Garcia; Valentina Zantedeschi (CoRR, 2021)

Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles. - Bernard Benson; Edward Brown; Stefano Bonasera; Giacomo Acciarini; Jorge A. Pérez-Hernández; Eric Sutton; Moriba K. Jah; Christopher Bridges 001; Meng Jin; Atilim Günes Baydin (CoRR, 2021)

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)

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)

Mamba2D: A Natively Multi-Dimensional State-Space Model for Vision Tasks. - Enis Baty; Alejandro Hernández-Díaz; Chris Bridges 001; Rebecca Davidson; Steve Eckersley; Simon Hadfield (CoRR, 2024)