<ul><li>The study focuses on enhancing the resolution of solar magnetograms taken by the Michelson Doppler Imager (MDI).</li><li>A novel diffusion model approach called Latent Diffusion Model (LDM) is used to super-resolve the MDI magnetograms.</li><li>The resolution of MDI observations is enhanced from 2"/pixel to 0.5"/pixel to match the higher-resolution capabilities of the Helioseismic and Magnetic Imager (HMI).</li><li>Reconstructed images are evaluated using classical metrics and physical properties are examined to ensure preservation.</li></ul>

Enhancing Image Resolution of Solar Magnetograms: A Latent Diffusion Model Approach

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