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Analysis of Small-Body Gravity Field Estimation using Physics-Informed Neural Networks and Kalman Filters
How to learn the gravity field online using orbit determination.
John Martin
,
Hanspeter Schaub
Code
Project
Periodic orbit discovery enhanced by physics-informed neural networks
How to discover periodic orbits in arbitrary coordinate descriptions.
John Martin
,
Hanspeter Schaub
PDF
Project
Video
Reinforcement Learning and Orbit-Discovery Enhanced by Small-Body Physics-Informed Neural Network Gravity Models
Reinforcement learning for small-body navigation
John Martin
,
Hanspeter Schaub
PDF
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