rootbrowseIAC-23A6session IPBIPB. Interactive Presentations - 21st IAA SYMPOSIUM ON SPACE DEBRISPapers1. CubeSat Confusion: CubeSat ID via ground-based observations of a pulsed LED beacon2. Resident Space Object Classification from Light Curves with Deep Learning.3. Numerically Efficient Impulsive and Low-Thrust Collision Avoidance Manoeuvres in Cislunar L1-Near Rectilinear Halo Orbit5. finding real-world orbital motion laws from data6. The IOAG Working Group on Sustainability of Operations in Space (SOS WG): Findings and Recommendations in the domains of space debris, collision avoidance and end-of-life activities9. Predicting the Probability of Satellite Collisions using Bayesian Univariate Hidden Markov Model10. Breaking the Cycle: Novel Capture Mechanisms for Active Space Debris Removal12. Technologies paving the way toward space debris observation network in support of space traffic management13. Orbit determination with the help of space-based optical instrumentation images14. ESA’s collision risk estimation and automated mitigation (CREAM) project – status, results and future evolution16. A CubeSat-sized in-situ space debris impact sensor17. The EUSST Collision Avoidance Service Ready to Support the new space enviroment18. Quantifying Improvements in Debris Risk Analysis using a Constellation of Spaceborne Optical Sensors19. UK ADR: The UK Space Agency’s Active Debris Removal mission21. Stabilization of Tumbling Spacecraft via Continuum Arm using Vision-Language Hybrid Model22. Engineering Model of the Solid Rocket Motor for Direct Deorbitation23. Simultaneous multicolour observation and characterisation of satellites using neuromorphic sensors.