conference

Reinforcement Learning for Spacecraft Navigation & Environment Characterization in the Planar-Restricted Two-Body Problem
Spacecraft tasking and actuation with DRL
PDF Project
Reinforcement Learning for Spacecraft Navigation & Environment Characterization in the Planar-Restricted Two-Body Problem
Investigating the Fusion of Mascon and Neural Networks Gravity Models
Fusing mascon and PINN gravity models
PDF Project
Investigating the Fusion of Mascon and Neural Networks Gravity Models
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.
Code Project
Analysis of Small-Body Gravity Field Estimation using Physics-Informed Neural Networks and Kalman Filters
Periodic orbit discovery enhanced by physics-informed neural networks
How to discover periodic orbits in arbitrary coordinate descriptions.
PDF Project Video
Periodic orbit discovery enhanced by physics-informed neural networks
Reinforcement Learning and Orbit-Discovery Enhanced by Small-Body Physics-Informed Neural Network Gravity Models
Reinforcement learning for small-body navigation
PDF Code
Reinforcement Learning and Orbit-Discovery Enhanced by Small-Body Physics-Informed Neural Network Gravity Models