Improving orbit prediction accuracy through supervised machine learning

Physics & Astronomy

• machine learning 100%
• orbits 57%
• predictions 42%
• aerospace environments 27%
• learning 24%
• learning theory 19%
• collision avoidance 19%
• physics 14%
• test stands 13%
• catalogs 11%
• education 11%
• methodology 9%
• time measurement 8%
• trajectories 8%
• intervals 8%
• collisions 7%
• simulation 4%

Earth & Environmental Sciences

• machine learning 78%
• prediction 39%
• physics 14%
• learning 14%
• collision avoidance 13%
• collision 7%
• trajectory 6%
• methodology 5%
• simulation 3%
• modeling 3%
• test 3%
• method 1%

Engineering & Materials Science

• Orbits 69%
• Machine learning 57%
• Physics 22%
• Collision avoidance 13%
• Satellites 10%
• Trajectories 9%