{"id":"https://openalex.org/W4415358552","doi":"https://doi.org/10.1051/0004-6361/202554688","title":"Stream automatic detection with convolutional neural networks","display_name":"Stream automatic detection with convolutional neural networks","publication_year":2025,"publication_date":"2025-10-20","ids":{"openalex":"https://openalex.org/W4415358552","doi":"https://doi.org/10.1051/0004-6361/202554688"},"language":"en","primary_location":{"id":"doi:10.1051/0004-6361/202554688","doi":"https://doi.org/10.1051/0004-6361/202554688","is_oa":true,"landing_page_url":"https://doi.org/10.1051/0004-6361/202554688","pdf_url":null,"source":{"id":"https://openalex.org/S205231332","display_name":"Astronomy and Astrophysics","issn_l":"0004-6361","issn":["0004-6361","1432-0746"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-3","ki-jl-2","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Astronomy & Astrophysics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1051/0004-6361/202554688","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107270005","display_name":"Alex Vera-Casanova","orcid":"https://orcid.org/0000-0003-4312-3679","observed_orcids":["https://orcid.org/0000-0003-4312-3679"]},"institutions":[{"id":"https://openalex.org/I74920221","display_name":"University of La Serena","ror":"https://ror.org/01ht74751","country_code":"CL","type":"education","lineage":["https://openalex.org/I74920221"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Alex Vera-Casanova","raw_affiliation_strings":["Departamento de Astronom\u00eda, Universidad de La Serena"],"raw_orcid":"https://orcid.org/0000-0003-4312-3679","affiliations":[{"raw_affiliation_string":"Departamento de Astronom\u00eda, Universidad de La Serena","institution_ids":["https://openalex.org/I74920221"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081535891","display_name":"Nicolas Monsalves Gonzalez","orcid":"https://orcid.org/0000-0002-4129-8195","observed_orcids":["https://orcid.org/0000-0002-4129-8195"]},"institutions":[{"id":"https://openalex.org/I74920221","display_name":"University of La Serena","ror":"https://ror.org/01ht74751","country_code":"CL","type":"education","lineage":["https://openalex.org/I74920221"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Nicolas Monsalves Gonzalez","raw_affiliation_strings":["Departamento de Astronom\u00eda, Universidad de La Serena"],"raw_orcid":"https://orcid.org/0000-0002-4129-8195","affiliations":[{"raw_affiliation_string":"Departamento de Astronom\u00eda, Universidad de La Serena","institution_ids":["https://openalex.org/I74920221"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070900848","display_name":"Facundo A. G\u00f3mez","orcid":"https://orcid.org/0000-0003-4232-8584","observed_orcids":["https://orcid.org/0000-0003-4232-8584","https://orcid.org/0000-0002-1947-333X"]},"institutions":[{"id":"https://openalex.org/I74920221","display_name":"University of La Serena","ror":"https://ror.org/01ht74751","country_code":"CL","type":"education","lineage":["https://openalex.org/I74920221"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Facundo A. G\u00f3mez","raw_affiliation_strings":["Departamento de Astronom\u00eda, Universidad de La Serena"],"raw_orcid":"https://orcid.org/0000-0003-4232-8584","affiliations":[{"raw_affiliation_string":"Departamento de Astronom\u00eda, Universidad de La Serena","institution_ids":["https://openalex.org/I74920221"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059958446","display_name":"M. Jaque Arancibia","orcid":"https://orcid.org/0000-0002-8086-5746","observed_orcids":["https://orcid.org/0000-0002-8086-5746"]},"institutions":[{"id":"https://openalex.org/I74920221","display_name":"University of La Serena","ror":"https://ror.org/01ht74751","country_code":"CL","type":"education","lineage":["https://openalex.org/I74920221"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Marcelo Jaque Arancibia","raw_affiliation_strings":["Departamento de Astronom\u00eda, Universidad de La Serena"],"raw_orcid":"https://orcid.org/0000-0002-8086-5746","affiliations":[{"raw_affiliation_string":"Departamento de Astronom\u00eda, Universidad de La Serena","institution_ids":["https://openalex.org/I74920221"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115002935","display_name":"Valentina Fontirroig","orcid":"https://orcid.org/0009-0000-1589-9766","observed_orcids":["https://orcid.org/0009-0000-1589-9766"]},"institutions":[{"id":"https://openalex.org/I74920221","display_name":"University of La Serena","ror":"https://ror.org/01ht74751","country_code":"CL","type":"education","lineage":["https://openalex.org/I74920221"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Valentina Fontirroig","raw_affiliation_strings":["Departamento de Astronom\u00eda, Universidad de La Serena"],"raw_orcid":"https://orcid.org/0009-0000-1589-9766","affiliations":[{"raw_affiliation_string":"Departamento de Astronom\u00eda, Universidad de La Serena","institution_ids":["https://openalex.org/I74920221"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025965887","display_name":"Diego Pallero","orcid":"https://orcid.org/0000-0002-1577-7475","observed_orcids":["https://orcid.org/0000-0002-1577-7475"]},"institutions":[{"id":"https://openalex.org/I4210138643","display_name":"Universidad T\u00e9cnica Federico Santa Mar\u00eda","ror":"https://ror.org/02zbepj77","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210138643","https://openalex.org/I4405263548"]},{"id":"https://openalex.org/I75778554","display_name":"Universidad T\u00e9cnica Federico Santa Mar\u00eda","ror":"https://ror.org/05510vn56","country_code":"CL","type":"education","lineage":["https://openalex.org/I75778554"]}],"countries":["CL","EC"],"is_corresponding":false,"raw_author_name":"Diego Pallero","raw_affiliation_strings":["Departamento de F\u00edsica, Universidad T\u00e9cnica Federico Santa Mar\u00eda"],"raw_orcid":"https://orcid.org/0000-0002-1577-7475","affiliations":[{"raw_affiliation_string":"Departamento de F\u00edsica, Universidad T\u00e9cnica Federico Santa Mar\u00eda","institution_ids":["https://openalex.org/I4210138643","https://openalex.org/I75778554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060846825","display_name":"R\u00fcdiger Pakmor","orcid":"https://orcid.org/0000-0003-3308-2420","observed_orcids":["https://orcid.org/0000-0003-3308-2420"]},"institutions":[{"id":"https://openalex.org/I4210103661","display_name":"Max Planck Institute for Astrophysics","ror":"https://ror.org/017qcv467","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210103661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R\u00fcdiger Pakmor","raw_affiliation_strings":["Max-Planck-Institut f\u00fcr Astrophysik"],"raw_orcid":"https://orcid.org/0000-0003-3308-2420","affiliations":[{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Astrophysik","institution_ids":["https://openalex.org/I4210103661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036077043","display_name":"Freeke van de Voort","orcid":"https://orcid.org/0000-0002-6301-638X","observed_orcids":["https://orcid.org/0000-0002-6301-638X"]},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Freeke van de Voort","raw_affiliation_strings":["Cardiff Hub for Astrophysics Research and Technology, School of Physics and Astronomy, Cardiff University"],"raw_orcid":"https://orcid.org/0000-0002-6301-638X","affiliations":[{"raw_affiliation_string":"Cardiff Hub for Astrophysics Research and Technology, School of Physics and Astronomy, Cardiff University","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052830940","display_name":"Robert J. J. Grand","orcid":"https://orcid.org/0000-0001-9667-1340","observed_orcids":["https://orcid.org/0000-0001-9667-1340"]},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Robert J. J. Grand","raw_affiliation_strings":["Center for Theoretical Astrophysics and Cosmology, Department of Astrophysics, University of Zurich"],"raw_orcid":"https://orcid.org/0000-0001-9667-1340","affiliations":[{"raw_affiliation_string":"Center for Theoretical Astrophysics and Cosmology, Department of Astrophysics, University of Zurich","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035856778","display_name":"Rebekka Bieri","orcid":"https://orcid.org/0000-0002-4554-4488","observed_orcids":["https://orcid.org/0000-0002-4554-4488"]},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rebekka Bieri","raw_affiliation_strings":["Astrophysics Research Institute, Liverpool John Moores University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Astrophysics Research Institute, Liverpool John Moores University","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066497572","display_name":"Federico Marinacci","orcid":"https://orcid.org/0000-0003-3816-7028","observed_orcids":["https://orcid.org/0000-0003-3816-7028"]},"institutions":[{"id":"https://openalex.org/I875825670","display_name":"National Institute for Astrophysics","ror":"https://ror.org/02gh4kt33","country_code":"IT","type":"government","lineage":["https://openalex.org/I875825670"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Marinacci","raw_affiliation_strings":["Department of Physics and Astronomy \u201cAugusto Righi,\u201d University of Bologna","INAF, Astrophysics and Space Science Observatory Bologna"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy \u201cAugusto Righi,\u201d University of Bologna","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"INAF, Astrophysics and Space Science Observatory Bologna","institution_ids":["https://openalex.org/I875825670"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1650,"currency":"EUR","value_usd":1865},"apc_paid":{"value":1650,"currency":"EUR","value_usd":1865},"fwci":0.8051,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69423067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"704","issue":null,"first_page":"A53","last_page":"A53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10026","display_name":"Galaxies: Formation, Evolution, Phenomena","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10026","display_name":"Galaxies: Formation, Evolution, Phenomena","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.018699999898672104,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.003000000026077032,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stellar-streams","display_name":"stellar streams","score":0.8690000176429749},{"id":"https://openalex.org/keywords/galactic-halo","display_name":"Galactic halo","score":0.8100000023841858},{"id":"https://openalex.org/keywords/automated-feature-detection","display_name":"automated feature detection","score":0.6169999837875366},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9869999885559082},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.8270000219345093},{"id":"https://openalex.org/keywords/data-augmentation","display_name":"data augmentation","score":0.7179999947547913},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.6620000004768372},{"id":"https://openalex.org/keywords/hierarchical-galaxy-formation","display_name":"hierarchical galaxy formation","score":0.574999988079071},{"id":"https://openalex.org/keywords/lsst","display_name":"LSST","score":0.6200000047683716},{"id":"https://openalex.org/keywords/james-webb-space-telescope","display_name":"James Webb Space Telescope","score":0.7590000033378601}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.6513000130653381},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6150000095367432},{"id":"https://openalex.org/C91228026","wikidata":"https://www.wikidata.org/wiki/Q1048103","display_name":"Surface brightness","level":3,"score":0.5612000226974487},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5375999808311462},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.531000018119812},{"id":"https://openalex.org/C98444146","wikidata":"https://www.wikidata.org/wiki/Q318","display_name":"Galaxy","level":2,"score":0.5084999799728394},{"id":"https://openalex.org/C125245961","wikidata":"https://www.wikidata.org/wiki/Q221656","display_name":"Brightness","level":2,"score":0.5005000233650208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43959999084472656},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.40709999203681946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.373199999332428},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C48387981","wikidata":"https://www.wikidata.org/wiki/Q631379","display_name":"Galactic halo","level":4,"score":0.2808000147342682},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C184665706","wikidata":"https://www.wikidata.org/wiki/Q186310","display_name":"Halo","level":3,"score":0.27720001339912415},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2736999988555908}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1051/0004-6361/202554688","doi":"https://doi.org/10.1051/0004-6361/202554688","is_oa":true,"landing_page_url":"https://doi.org/10.1051/0004-6361/202554688","pdf_url":null,"source":{"id":"https://openalex.org/S205231332","display_name":"Astronomy and Astrophysics","issn_l":"0004-6361","issn":["0004-6361","1432-0746"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-3","ki-jl-2","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Astronomy & Astrophysics","raw_type":"journal-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:183257","doi":null,"is_oa":true,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/183257/1/aa54688-25.pdf","pdf_url":"https://orca.cardiff.ac.uk/id/eprint/183257/1/aa54688-25.pdf","source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:researchonline.ljmu.ac.uk:27826","doi":null,"is_oa":false,"landing_page_url":"https://orcid.org/0000-0003-4312-3679","pdf_url":null,"source":{"id":"https://openalex.org/S4306401246","display_name":"Liverpool John Moores University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63098007","host_organization_name":"Liverpool John Moores University","host_organization_lineage":["https://openalex.org/I63098007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:arXiv.org:2503.17202","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.17202","pdf_url":"https://arxiv.org/pdf/2503.17202","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:cris.unibo.it:11585/1045234","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11585/1045234","pdf_url":"https://cris.unibo.it/bitstream/11585/1045234/1/aa54688-25.pdf","source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:edpsciences.org:dkey/10.1051/0004-6361/202554688","doi":null,"is_oa":true,"landing_page_url":"https://www.aanda.org/10.1051/0004-6361/202554688/pdf","pdf_url":"https://www.aanda.org/10.1051/0004-6361/202554688/pdf","source":{"id":"https://openalex.org/S4306400744","display_name":"Springer Link (Chiba Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I8488066","host_organization_name":"Chiba Institute of Technology","host_organization_lineage":["https://openalex.org/I8488066"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1051/0004-6361/202554688","raw_type":"Text"},{"id":"pmh:oai:pure.mpg.de:item_3692556","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/21.11116/0000-0012-9138-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ASTRONOMY & ASTROPHYSICS","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.48550/arxiv.2503.17202","doi":"https://doi.org/10.48550/arxiv.2503.17202","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2503.17202","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1051/0004-6361/202554688","doi":"https://doi.org/10.1051/0004-6361/202554688","is_oa":true,"landing_page_url":"https://doi.org/10.1051/0004-6361/202554688","pdf_url":null,"source":{"id":"https://openalex.org/S205231332","display_name":"Astronomy and Astrophysics","issn_l":"0004-6361","issn":["0004-6361","1432-0746"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-3","ki-jl-2","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Astronomy & Astrophysics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1203456777","display_name":null,"funder_award_id":"1211370","funder_id":"https://openalex.org/F4320338073","funder_display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico"},{"id":"https://openalex.org/G1564080078","display_name":"Multimodal single-cell analysis of the Acute Lymphoblastic Leukemia immune landscape","funder_award_id":"191703","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G2993557434","display_name":null,"funder_award_id":"3230379","funder_id":"https://openalex.org/F4320338073","funder_display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico"},{"id":"https://openalex.org/G3075272020","display_name":"THE DRUMS OF GROWTH  WHAT PACES GALAXY EVOLUTION?","funder_award_id":"1211370","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G4430097687","display_name":null,"funder_award_id":"PZ00P2","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G5017734221","display_name":null,"funder_award_id":"FB210003","funder_id":"https://openalex.org/F4320338073","funder_display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico"},{"id":"https://openalex.org/G5980807648","display_name":"GALAXY TRANSFORMATIONS IN OVERDENSE ENVIRONMENTS","funder_award_id":"3230379","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G7188935242","display_name":"Towards a Self-Consistent Multi-Scale Theory of the Feedback-Cycle in Massive Galaxies","funder_award_id":"223532","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G8763546897","display_name":"CENTRO DE ASTROFISICA Y TECNOLOGIAS AFINES (CATA)","funder_award_id":"FB210003","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"}],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320331146","display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo","ror":"https://ror.org/05btm5233"},{"id":"https://openalex.org/F4320338073","display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico","ror":"https://ror.org/02ap3w078"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415358552.pdf","grobid_xml":"https://content.openalex.org/works/W4415358552.grobid-xml"},"referenced_works_count":102,"referenced_works":["https://openalex.org/W102063317","https://openalex.org/W1012280110","https://openalex.org/W1584385933","https://openalex.org/W1765928510","https://openalex.org/W1818540287","https://openalex.org/W1964055719","https://openalex.org/W1971056876","https://openalex.org/W1974309328","https://openalex.org/W1979188228","https://openalex.org/W1981016452","https://openalex.org/W1987222220","https://openalex.org/W1994671833","https://openalex.org/W1999367759","https://openalex.org/W2006245300","https://openalex.org/W2028247403","https://openalex.org/W2031721811","https://openalex.org/W2042561599","https://openalex.org/W2044797545","https://openalex.org/W2046466474","https://openalex.org/W2050863863","https://openalex.org/W2059976011","https://openalex.org/W2062323950","https://openalex.org/W2069495789","https://openalex.org/W2072040939","https://openalex.org/W2073123016","https://openalex.org/W2073182517","https://openalex.org/W2073424199","https://openalex.org/W2079575860","https://openalex.org/W2100032934","https://openalex.org/W2100072568","https://openalex.org/W2100514692","https://openalex.org/W2105802267","https://openalex.org/W2108598243","https://openalex.org/W2111617888","https://openalex.org/W2111780832","https://openalex.org/W2111954273","https://openalex.org/W2112725717","https://openalex.org/W2119131940","https://openalex.org/W2121940244","https://openalex.org/W2126513867","https://openalex.org/W2132861347","https://openalex.org/W2139937287","https://openalex.org/W2158325388","https://openalex.org/W2159205914","https://openalex.org/W2159714423","https://openalex.org/W2189874428","https://openalex.org/W2267863027","https://openalex.org/W2298287474","https://openalex.org/W2304648132","https://openalex.org/W2589317285","https://openalex.org/W2613603217","https://openalex.org/W2775795276","https://openalex.org/W2783525857","https://openalex.org/W2785892561","https://openalex.org/W2792533461","https://openalex.org/W2798336535","https://openalex.org/W2798474461","https://openalex.org/W2798543404","https://openalex.org/W2804223110","https://openalex.org/W2902203455","https://openalex.org/W2914474079","https://openalex.org/W2919115771","https://openalex.org/W2950078543","https://openalex.org/W2951583185","https://openalex.org/W2964121744","https://openalex.org/W2970202019","https://openalex.org/W2974339043","https://openalex.org/W3006524504","https://openalex.org/W3008280347","https://openalex.org/W3036053874","https://openalex.org/W3045672204","https://openalex.org/W3082230719","https://openalex.org/W3110802800","https://openalex.org/W3126994117","https://openalex.org/W3136484741","https://openalex.org/W3155309509","https://openalex.org/W3161467562","https://openalex.org/W3167104278","https://openalex.org/W3200190929","https://openalex.org/W4212881834","https://openalex.org/W4220886203","https://openalex.org/W4223438513","https://openalex.org/W4292508519","https://openalex.org/W4313592889","https://openalex.org/W4324142429","https://openalex.org/W4378225313","https://openalex.org/W4379470876","https://openalex.org/W4391631287","https://openalex.org/W4393952073","https://openalex.org/W4400177015","https://openalex.org/W4402587195","https://openalex.org/W4403564315","https://openalex.org/W4404814305","https://openalex.org/W4405521024","https://openalex.org/W4405626650","https://openalex.org/W4407138218","https://openalex.org/W4410885132","https://openalex.org/W4412347466","https://openalex.org/W4413381981","https://openalex.org/W4414903200","https://openalex.org/W4414903266","https://openalex.org/W4416126724"],"related_works":["https://openalex.org/W4417157549","https://openalex.org/W2902203455","https://openalex.org/W4402587195","https://openalex.org/W7203632926","https://openalex.org/W2799092199","https://openalex.org/W7164048620","https://openalex.org/W7108218197","https://openalex.org/W4411908964","https://openalex.org/W2770657511","https://openalex.org/W4394937778"],"abstract_inverted_index":{"Context":[0],".":[1,58,101,159,161,216],"Galactic":[2],"halos":[3],"host":[4],"faint":[5,229],"substructures":[6,230],"such":[7,25,255],"as":[8,256],"stellar":[9,75,95],"streams":[10],"and":[11,42,45,98,138,181,202,212,221,258],"shells,":[12],"which":[13],"provide":[14],"insights":[15],"into":[16],"the":[17,38,46,82,105,128,171,205,226,246],"hierarchical":[18],"assembly":[19],"history":[20],"of":[21,40,84,127,192,228,248],"galaxies.":[22],"To":[23],"date,":[24],"features":[26,72],"have":[27,103],"been":[28],"identified":[29],"in":[30,49,73,186,231],"external":[31],"galaxies":[32,210],"by":[33],"visual":[34],"inspection.":[35],"However,":[36],"with":[37,109,167,211],"advent":[39],"larger":[41],"deeper":[43],"surveys":[44,254],"associated":[47],"increase":[48],"data":[50,136,249],"volume,":[51],"this":[52,85],"methodology":[53],"is":[54,197,218],"becoming":[55],"impractical.":[56],"Aims":[57],"Here":[59],"we":[60,78],"aim":[61],"to":[62,67,80,141,154,173,175,240],"develop":[63],"an":[64],"automated":[65],"method":[66,86],"detect":[68],"low":[69],"surface":[70,121,147],"brightness":[71,122,148],"galactic":[74,232],"halos.":[76,233],"Moreover,":[77],"seek":[79],"quantify":[81],"performance":[83],"when":[87],"considering":[88],"progressively":[89],"more":[90],"complex":[91],"datasets,":[92,178],"including":[93],"different":[94],"disc":[96],"orientations":[97],"redshifts.":[99],"Methods":[100],"We":[102],"developed":[104],"stream":[106],"automatic":[107],"detection":[108,144,227],"convolutional":[110],"neural":[111],"networks":[112],"(SAD-CNNs)":[113],"models.":[114],"This":[115],"tool":[116,223],"was":[117],"trained":[118],"on":[119],"mock":[120],"maps":[123],"obtained":[124],"from":[125,152,250],"simulations":[126],"Auriga":[129],"Project.":[130],"The":[131,162,190],"model":[132,172],"incorporates":[133],"transfer":[134,168],"learning,":[135,169],"augmentation,":[137],"balanced":[139],"datasets":[140],"optimise":[142],"its":[143],"capabilities":[145],"at":[146],"limiting":[149],"magnitudes":[150],"ranging":[151],"27":[153],"31":[155],"mag":[156],"arcsec":[157],"\u22122":[158],"Results":[160],"iterative":[163],"training":[164,195],"approach,":[165],"coupled":[166],"allowed":[170],"adapt":[174],"increasingly":[176],"challenging":[177],"achieving":[179],"precision":[180],"recall":[182],"metrics":[183],"above":[184],"80%":[185],"all":[187],"considered":[188],"scenarios.":[189],"use":[191],"a":[193,219],"well-balanced":[194],"dataset":[196],"critical":[198],"for":[199,224],"mitigating":[200],"biases":[201],"ensuring":[203],"that":[204,243],"CNN":[206],"accurately":[207],"distinguishes":[208],"between":[209],"without":[213],"streams.":[214],"Conclusions":[215],"SAD-CNN":[217],"reliable":[220],"scalable":[222],"automating":[225],"Its":[234],"adaptability":[235],"makes":[236],"it":[237],"well":[238],"suited":[239],"future":[241],"applications":[242],"would":[244],"include":[245],"analysis":[247],"upcoming":[251],"large":[252],"astronomical":[253],"LSST":[257],"JWT.":[259]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-10-21T00:00:00"}