Fast Orbit Propagation with Deep Neural Networks. Final Year Project for Imperial College London, Aeronautics Dept.
Summary: Trained RNNs (LSTM) that are used in predicting how Orbital Elements will evolve in time, using only a fraction of the computational power of numerical methods.