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Found 5 papers, 2 papers with code
An integrated debris environment assessment model
The data are combined with a multi-shell and multi-species Particle-in-a-Box (PIB) model of the debris environment and a two-stage budgeting model of commercial, civil government, and defense decisions to allocate new launches across orbital shells.
Towards Automated Satellite Conjunction Management with Bayesian Deep Learning
After decades of space travel, low Earth orbit is a junkyard of discarded rocket bodies, dead satellites, and millions of pieces of debris from collisions and explosions.
Spacecraft Collision Risk Assessment with Probabilistic Programming
Over 34, 000 objects bigger than 10 cm in length are known to orbit Earth.
Spacecraft Collision Avoidance Challenge: design and results of a machine learning competition
Spacecraft collision avoidance procedures have become an essential part of satellite operations.
Space Debris Ontology for ADR Capture Methods Selection
The developed ontology provides an initial step towards a more comprehensive knowledge representation framework meant to improve data management and knowledge discovery in the domain of space debris.
