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LUMA: A CNN for Strong Gravitational Lens Searches in Astronomical Imaging

Donatiello, Giovanni Vincenzo et al.
arXiv (All) · Papers
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astrophysics-of-galaxies
We present LUMA, a convolutional neural network (CNN) pipeline for the automated detection of strong gravitational lenses in simulated astronomical imaging. The method combines a physically motivated preprocessing stage, which enhances faint arc and ring features, with a compact three-block CNN trai
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