paper-conference

Reconstruction-Driven Reinforcement Learning For Autonomous Satellite Inspection With Gaussian Splatting
Intelligently design trajectories to reconstruct resident space object geometries under complex lighting conditions
PDF Project
Reconstruction-Driven Reinforcement Learning For Autonomous Satellite Inspection With Gaussian Splatting
Structure-Preserving Deep Koopman Operator Learning Of Periodic Orbits In The Earth-Moon CR3BP
Koopman operators that preserve long-term propagation accuracy
PDF Project
Structure-Preserving Deep Koopman Operator Learning Of Periodic Orbits In The Earth-Moon CR3BP
Characterization Of Neural Ordinary Differential Equations For Astrodynamics Applications
How can we discover dynamics directly from data?
PDF Project Video
Characterization Of Neural Ordinary Differential Equations For Astrodynamics Applications
MW-NeRF: Multi-Wavelength Nerf Models For Spacecraft Modeling In Shadowed Environments
Multi-spectral wavelengths help NeRFs see in the dark
PDF Project Video
MW-NeRF: Multi-Wavelength Nerf Models For Spacecraft Modeling In Shadowed Environments
Risk-Sensitive Reinforcement Learning for Designing Robust Low-Thrust Interplanetary Trajectories
(2025 Breakwell Paper Award) Deep reinforcement learning with adherence to prescribed risk profiles
PDF Project Video
Risk-Sensitive Reinforcement Learning for Designing Robust Low-Thrust Interplanetary Trajectories
Reinforcement Learning for Spacecraft Navigation & Environment Characterization in the Planar-Restricted Two-Body Problem
Spacecraft tasking and actuation with DRL
PDF Project Video
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
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