Reduced-Order Data Assimilation for Thermospheric Density Using Physics-informed SINDyc Models

Orbit prediction and space situational awareness require accurate thermospheric mass density, which responds nonlinearly to solar and geomagnetic forcing across several orders of magnitude. Physics-based general circulation models resolve that response but are computationally expensive, while empiri