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Aug 2026

A balloon-borne infrared coronagraph and spectropolarimeter for magnetic field measurements of the solar corona

The Coronal Spectropolarimeter for Airborne Infrared Research (CORSAIR) is a balloon-borne infrared coronagraph and spectropolarimeter funded by NASA's Heliophysics Low Cost Access to Space (H-LCAS) program and currently under development at Smithsonian Astrophysical Observatory (SAO). CORSAIR will make global, long-du...

J. Samra, Alan Hsu, Vanessa Marquez et al. · 1 citation
#machine learning Preprint Sep 2026

Image Fidelity is Not Field Fidelity: Joint Thermodynamic Reconstruction and Error Localization in Neural Tomography

Neural fields for scientific tomography are optimized from 2D images, but the actual quantity of interest is often a latent 3D physical field. Because the forward map is many-to-one, low 2D image error need not certify a correct 3D field. Moreover, the latent field is not directly supervised during training, and its er...

Alan Hsu, Jenna Samra, A. Paraschiv et al. · 0 citations

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