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- W3024366903 abstract "We investigate the use of deep learning in the context of X-ray polarization detection from astrophysical sources as will be observed by the Imaging X-ray Polarimetry Explorer (IXPE), a future NASA selected space-based mission expected to be operative in 2021. In particular, we propose two models that can be used to estimate the impact point as well as the polarization direction of the incoming radiation. The results obtained show that data-driven approaches depict a promising alternative to the existing analytical approaches. We also discuss problems and challenges to be addressed in the near future." @default.
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- W3024366903 date "2020-05-16" @default.
- W3024366903 modified "2023-09-28" @default.
- W3024366903 title "Inferring astrophysical X-ray polarization with deep learning" @default.
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- W3024366903 doi "https://doi.org/10.13016/m2sfov-uo4v" @default.
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