4 citations · 6 across the 3 of their papers we have counts for
3 papers
Fast model inference and training on-board of Satellites
Vít Růžička, Gonzalo Mateo-García, Chris Bridges +4
Artificial intelligence onboard satellites has the potential to reduce data transmission requirements, enable real-time decision-making and collaboration within constellations. Thi…
Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles
Bernard Benson, Edward Brown, Stefano Bonasera +7
Solar radio flux along with geomagnetic indices are important indicators of solar activity and its effects. Extreme solar events such as flares and geomagnetic storms can negativel…
Unsupervised Change Detection of Extreme Events Using ML On-Board
Vít Růžička, Anna Vaughan, Daniele De Martini +5
In this paper, we introduce RaVAEn, a lightweight, unsupervised approach for change detection in satellite data based on Variational Auto-Encoders (VAEs) with the specific purpose…