RESEARCH


Constellations

Can we protect our satelites by predicting collisions with space debris?

ML can learn to proedict the timings of collision onsets from historical trajectory data while associating and explaining the collision risk through a set of key variables

Clouds and Aerosols

How does pollution influence the formation of large marine clouds?

ML can learn to track the motion of mesoscale clouds and find the causal influence of aerosol pollution on complex cloud behaviour

 

DIGITAL TWIN EARTH

Can we lower the cost of accurate global precipitation forecasts?

ML can learn forecast precipitation by fusing simulated satellite weather data with physical model data, to offer a low-cost alternative to expensive simulation infrastrcuture