88 citations · 169 across the 26 of their papers we have counts for
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astro-ph.CO2021★ 18 cited
DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning
Zhen Lin, Nicholas Huang, Camille Avestruz +4
Galaxy clusters identified from the Sunyaev Zel'dovich (SZ) effect are a key ingredient in multi-wavelength cluster-based cosmology. We present a comparison between two methods of…
astro-ph.CO2018
DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks
João Caldeira, W. L. Kimmy Wu, Brian Nord +3
Next-generation cosmic microwave background (CMB) experiments will have lower noise and therefore increased sensitivity, enabling improved constraints on fundamental physics parame…