Autonomous Space Traffic Risk Analyzer
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Updated
Apr 9, 2026 - Python
Autonomous Space Traffic Risk Analyzer
Autonomous Constellation Manager — J2-Perturbed Orbital Propagation, KDTree Conjunction Assessment and Real-Time WebGL Visualization | FastAPI DOP853 Three.js
Open-source space debris monitoring & regulatory compliance platform. Orbital lifetime calculator, satellite tracker, conjunction risk viewer.
Real-time 3D orbital visualization platform — track 10,000+ satellites, space debris, launches, and space weather on an interactive globe
dSGP4: differentiable SGP4. Supports differentiability, ML integration & embarassingly parallel computations
C++17 GNC prototype for 20kg-class satellite ADR. Features SR-UKF, Sliding Mode DACS, and TMR-based memory protection. Targeted for RAD5545/TRL 5-6.
Open-source satellite conjunction assessment pipeline — TLE ingest, SGP4 propagation, collision probability (Foster/Chan/Alfano), 3D CesiumJS globe, fleet ops, maneuver planning
On-Orbit Collision Predictor (MATLAB): A comprehensive MATLAB-based tool for satellite conjunction analysis and space debris collision risk assessment
Space Debris Risk Assessment & Sentinel-2 Spectral Analysis — Orbital propagation, NDVI/NDWI. ORION ecosystem.
A Python-based computer vision system for detecting and tracking space debris using OpenCV and YOLOv8. This project simulates real-time space debris detection with advanced tracking algorithms, visualization, and comprehensive analytics.
Verification framework for LQG-enhanced warp bubble energy optimizations with reproducible computational methods and stability analysis.
MATLAB N-Body Orbit Propagator with Space Surveillance (SST) & Collision Avoidance modules. Validated against NASA JPL.
A project to simulate the breakup of a heavenly object.
Hawkeye-Zero, model to detect 11 diffrent classes of space debris.
Proyecto del Máster en Ingeniería de Telecomunicaciones (UAM) sobre clasificación de satélites y debris orbital usando datos TLE y Machine Learning (SVM, RF, XGBoost) en Python.
A machine learning library for spacecraft collision avoidance
DDPG-based robotic trajectory planning for space debris detumbling using eddy currents and a 6-DOF manipulator.
Space Debris Network
Bechelor's Graduation Thesis - Xi'an Jiaotong University - 2023
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