ML approach

Artificial Neural Network–Based Machine Learning Approach to Improve Orbit Prediction Accuracy

Exploring Capability of Support Vector Machine for Improving Satellite Orbit Prediction Accuracy

Improving Orbit Prediction Accuracy Through Supervised Machine Learning

Due to the lack of information such as the space environment condition and resident space objects' (RSOs') body characteristics, current orbit predictions that are solely grounded on physics-based models may fail to achieve required accuracy for …

Recovering Area-to-Mass Ratio of Resident Space Objects through Data Mining