Embedding Theoretical Baselines For Satellite Force Estimations

Benjamin Y. J. Wong, Sai Sudha Ramesh, Boo Cheong Khoo

Published: 21 Apr 2025, Last Modified: 21 Apr 2025AI4X 2025 OralEveryoneRevisionsBibTeXCC BY 4.0
Keywords: satellite, orbit, VLEO, aerodynamics, drag, transfer-learning, pre-training, theory, DSMC
TL;DR: To reduce data-requirements for modelling forces experienced by VLEO satellites, we embed theoretical approximations in the form of a pre-training.
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