Characterization Of Inpaint Residuals In Interferometric Measurements of the Epoch Of Reionization

Radio Frequency Interference (RFI) is one of the systematic challenges preventing 21cm interferometric instruments from detecting the Epoch of Reionization. To mitigate the effects of RFI on data analysis pipelines, numerous inpaint techniques have been developed to restore RFI corrupted data. We ex...

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Veröffentlicht in:	arXiv.org 2023-02
Hauptverfasser:	Pagano, Michael, Liu, Jing, Liu, Adrian, Kern, Nicholas S, Ewall-Wice, Aaron, Bull, Philip, Pascua, Robert, Ravanbakhsh, Siamak, Abdurashidova, Zara, Adams, Tyrone, Aguirre, James E, Alexander, Paul, Ali, Zaki S, Baartman, Rushelle, Balfour, Yanga, Beardsley, Adam P, Bernardi, Gianni, Billings, Tashalee S, Bowman, Judd D, Bradley, Richard F, Burba, Jacob, Carey, Steven, Carilli, Chris L, Cheng, Carina, DeBoer, David R, Eloy de Lera Acedo, Dexter, Matt, Dillon, Joshua S, Eksteen, Nico, Ely, John, Fagnoni, Nicolas, Fritz, Randall, Furlanetto, Steven R, Gale-Sides, Kingsley, Glendenning, Brian, Gorthi, Deepthi, Greig, Bradley, Grobbelaar, Jasper, Halday, Ziyaad, Hazelton, Bryna J, Hewitt, Jacqueline N, Hickish, Jack, Jacobs, Daniel C, Austin, Julius, Kariseb, MacCalvin, Kerrigan, Joshua, Kittiwisit, Piyanat, Kohn, Saul A, Kolopanis, Matthew, Lanman, Adam, Paul La Plante, Loots, Anita, MacMahon, David Harold Edward, Malan, Lourence, Malgas, Cresshim, Malgas, Keith, Marero, Bradley, Martinot, Zachary E, Mesinger, Andrei, Molewa, Mathakane, Morales, Miguel F, Mosiane, Tshegofalang, Neben, Abraham R, Nikolic, Bojan, Nuwegeld, Hans, Parsons, Aaron R, Patra, Nipanjana, Pieterse, Samantha, Razavi-Ghods, Nima, Robnett, James, Rosie, Kathryn, Sims, Peter, Smith, Craig, Swarts, Hilton, Thyagarajan, Nithyanandan, Pieter van Wyngaarden, Williams, Peter K G, Zheng, Haoxuan
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Data analysis Errors Interferometry Ionization Narrowband Noise levels Physics - Cosmology and Nongalactic Astrophysics Physics - Instrumentation and Methods for Astrophysics Qualitative analysis Radio frequency Radio frequency interference Simulation Spectrum analysis
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