CME volume evolution shows a three-phase pattern with its second time derivative correlating to CME acceleration and flare soft X-ray flux.
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SuNeRF-CME uses physics-informed NeRFs with ray-tracing for Thomson scattering and constraints on plasma continuity, direction, and speed to enable tomographic 3D reconstruction of CMEs from as few as two viewpoints, validated on synthetic data with low parameter errors.
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A study of the kinematic and volumetric co-evolution of Earth-directed CMEs
CME volume evolution shows a three-phase pattern with its second time derivative correlating to CME acceleration and flare soft X-ray flux.
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SuNeRF-CME: Physics-Informed Neural Radiance Fields for Tomographic Reconstruction of Coronal Mass Ejections
SuNeRF-CME uses physics-informed NeRFs with ray-tracing for Thomson scattering and constraints on plasma continuity, direction, and speed to enable tomographic 3D reconstruction of CMEs from as few as two viewpoints, validated on synthetic data with low parameter errors.