Inpainting CMB maps using partial convolutional neural networks
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DOI: 10.1088/1475-7516/2021/03/055
Abstract: We present a novel application of partial convolutional neural networks (PCNN) that can inpaint masked images of the cosmic microwave background. The network can reconstruct both the maps and the power spectra to a few… read more here.
Keywords: maps power; power spectra; neural networks; cosmology ... See more keywords