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Physics-Informed Multi-Task Surrogate Model for the Martian Nightside Thermosphere

Nikiforov, Sergey
arXiv (All) · Papers
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earth-and-planetary-astrophysicsmachine-learning
Modeling the Martian nightside thermosphere remains challenging due to sparse in situ sampling and strong coupling among transport, magnetic, and seasonal processes. Purely data-driven models can produce non-physical artifacts, such as density inversions, in poorly sampled altitude regimes. We pre
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