Pixel domain implementation of the Minimally Informed CMB MAp foreground\n Cleaning method Article Swipe
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· 2024
· Open Access
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· DOI: https://doi.org/10.1103/physrevd.110.103521
High fidelity separation of astrophysical foreground contributions from the\ncosmic microwave background (CMB) signal has been recognized as one of the main\nchallenges of modern CMB data analysis, and one which needs to be addressed in\na robust way to ensure that the next generation of CMB polarization experiments\nlives up to its promise. In this work we consider the non-parametric maximum\nlikelihood CMB cleaning approach recently proposed by some of the authors which\nhas been shown to match the performance of standard parametric techniques for\nsimple foreground models, while superseding it in cases where the foregrounds\ndo not exhibit a simple frequency dependence. We present a new implementation\nof the method in pixel space, extending its functionalities to account for\nspatial variability of the properties of the foregrounds. We describe the\nalgorithmic details of our approach and its validation against the original\ncode as well as the parametric method for various experimental set-ups and\ndifferent models of the foreground components. We argue that the method\nprovides a compelling alternative to other state-of-the-art techniques.\n
Related Topics
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2405.18365
- https://arxiv.org/pdf/2405.18365
- OA Status
- green
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4399152136
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4399152136Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1103/physrevd.110.103521Digital Object Identifier
- Title
-
Pixel domain implementation of the Minimally Informed CMB MAp foreground\n Cleaning methodWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-05-28Full publication date if available
- Authors
-
Magdy Morshed, A. Rizzieri, C. Leloup, Josquin Errard, R. StomporList of authors in order
- Landing page
-
https://arxiv.org/abs/2405.18365Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2405.18365Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2405.18365Direct OA link when available
- Concepts
-
Cosmic microwave background, Fidelity, Parametric statistics, Computer science, High fidelity, Simple (philosophy), Artificial intelligence, Computer vision, Algorithm, Physics, Acoustics, Mathematics, Optics, Telecommunications, Statistics, Anisotropy, Epistemology, PhilosophyTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
- Related works (count)
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10Other works algorithmically related by OpenAlex
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