Trajectory mission design
Description
We use ML for a lot of different things. First, and most importantly, we use ML to estimate initial conditions for POST and Copernicus for mission design. We've also used ML for investigatory work trying to decipher what data is telling us and exploring datasets for root-cause analysis.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
We use ML for a lot of different things. First, and most importantly, we use ML to estimate initial conditions for POST and Copernicus for mission design. We've also used ML for investigatory work trying to decipher what data is telling us and exploring datasets for root-cause analysis.
Controls / human review
ATO: Not reported; PIA: Not published