Density Estimation for Entry Guidance Problems using Deep Learning

Jens A. Rataczak, Davide Amato, Jay W. McMahon

This work presents a deep-learning approach to estimate atmospheric density profiles for use in planetary entry guidance problems. A long short-term memory (LSTM) neural network is…