no code implementations • 24 Aug 2022 • Richard J. Licata, Piyush M. Mehta, Daniel R. Weimer, W. Kent Tobiska, Jean Yoshii
In this work, we develop an exospheric temperature model based in machine learning (ML) that can be used with NRLMSIS 2. 0 to calibrate it relative to high-fidelity satellite density estimates.
no code implementations • 12 Jun 2022 • Richard J. Licata, Piyush M. Mehta, Daniel R. Weimer, Douglas P. Drob, W. Kent Tobiska, Jean Yoshii
Machine learning (ML) is often viewed as a black-box regression technique that is unable to provide considerable scientific insight.