Euclid Quick Data Release (Q1). From simulations to sky: Advancing machine-learning lens detection with real Euclid data
Year: 2025
Type: preprint
Topic: Gaussian Processes and Bayesian Inference
Authors and affiliations:
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raw_author_name: Lines, N. E. P.
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raw_affiliation_strings: Institute of Cosmology and Gravitation, University of Portsmouth, Portsmouth PO1 3FX, UK
raw_author_name: Holloway, P.
raw_affiliation_strings: Institute of Cosmology and Gravitation, University of Portsmouth, Portsmouth PO1 3FX, UK
raw_author_name: Rojas, K.
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INAF-IASF Milano, Via Alfonso Corti 12, 20133 Milano, Italy
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INAF-Osservatorio di Astrofisica e Scienza dello Spazio di Bologna, Via Piero Gobetti 93/3, 40129 Bologna, Italy
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raw_author_name: Verma, A.
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INAF-Osservatorio di Astrofisica e Scienza dello Spazio di Bologna, Via Piero Gobetti 93/3, 40129 Bologna, Italy
INFN-Sezione di Bologna, Viale Berti Pichat 6/2, 40127 Bologna, Italy
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Institució Catalana de Recerca i Estudis Avançats
Institut de Ciencies de l'Espai
LAM - Laboratoire d'Astrophysique de Marseille (Pôle de l'Étoile Site de Château-Gombert 38, rue Frédéric Joliot-Curie 13388 Marseille cedex 13 - France)
IAP - Institut d'Astrophysique de Paris (98bis, bd Arago - 75014 Paris France - France)
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Institut d'Astrophysique de Paris, UMR 7095, CNRS, and Sorbonne Université, 98 bis boulevard Arago, 75014 Paris, France
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SCITAS, Ecole Polytechnique Fédérale de Lausanne
IAS - Institut d'astrophysique spatiale (Bâtiment 121 91405 ORSAY CEDEX - France)
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INFN, Sezione di Trieste, Via Valerio 2, 34127 Trieste TS, Italy
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INAF-Osservatorio Astronomico di Brera, Via Brera 28, 20122 Milano, Italy
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INAF-Osservatorio Astronomico di Capodimonte, Via Moiariello 16, 80131 Napoli, Italy
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INAF-Osservatorio Astrofisico di Torino, Via Osservatorio 20, 10025 Pino Torinese
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ESA - Agence Spatiale Européenne = European Space Agency (Agence spatiale européenne (ESA) 8-10, rue Mario Nikis F-75015 Paris - France)
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IP2I Lyon - Institut de Physique des 2 Infinis de Lyon (Campus LyonTech-la Doua
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IP2I Lyon - Institut de Physique des 2 Infinis de Lyon (Campus LyonTech-la Doua
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IAS - Institut d'astrophysique spatiale (Bâtiment 121 91405 ORSAY CEDEX - France)
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IP2I Lyon - Institut de Physique des 2 Infinis de Lyon (Campus LyonTech-la Doua
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CPPM - Centre de Physique des Particules de Marseille (163, avenue de Luminy - Case 902 - 13288 Marseille cedex 09 - France)
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IP2I Lyon - Institut de Physique des 2 Infinis de Lyon (Campus LyonTech-la Doua
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INFN-Bologna, Via Irnerio 46, 40126 Bologna, Italy
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Cosmic Dawn Center
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CPPM - Centre de Physique des Particules de Marseille (163, avenue de Luminy - Case 902 - 13288 Marseille cedex 09 - France)
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LUX - Laboratoire d’étude de l’Univers et des phénomènes eXtrèmes (Site de Meudon :
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IAP - Institut d'Astrophysique de Paris (98bis, bd Arago - 75014 Paris France - France)