{"id":"https://openalex.org/W7214717531","doi":"https://doi.org/10.3847/1538-4365/aea223","title":"Making Euclid VIS Imaging AI-ready: A Scalable Pipeline for Morphology, Anomaly Detection, and Similarity Search","display_name":"Making Euclid VIS Imaging AI-ready: A Scalable Pipeline for Morphology, Anomaly Detection, and Similarity Search","publication_year":2026,"publication_date":"2026-10-13","ids":{"openalex":"https://openalex.org/W7214717531","doi":"https://doi.org/10.3847/1538-4365/aea223"},"language":"en","primary_location":{"id":"doi:10.3847/1538-4365/aea223","doi":"https://doi.org/10.3847/1538-4365/aea223","is_oa":true,"landing_page_url":"https://doi.org/10.3847/1538-4365/aea223","pdf_url":"https://iopscience.iop.org/article/10.3847/1538-4365/aea223/pdf","source":{"id":"https://openalex.org/S183686791","display_name":"The Astrophysical Journal Supplement Series","issn_l":"0067-0049","issn":["0067-0049","1538-4365"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","ki-jl-2","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311669","host_organization_name":"Institute of Physics","host_organization_lineage":["https://openalex.org/P4310311669"],"host_organization_lineage_names":["Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Astrophysical Journal Supplement Series","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://iopscience.iop.org/article/10.3847/1538-4365/aea223/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139349477","display_name":"Jinhui Xie","orcid":"https://orcid.org/0009-0008-0391-4437","observed_orcids":["https://orcid.org/0009-0008-0391-4437"]},"institutions":[{"id":"https://openalex.org/I4210164580","display_name":"National Astronomical Observatories","ror":"https://ror.org/058pyyv44","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210164580"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhui Xie","raw_affiliation_strings":["National Astronomical Data Center","National Astronomical Observatories","University of Chinese Academy of Sciences"],"raw_orcid":"https://orcid.org/0009-0008-0391-4437","affiliations":[{"raw_affiliation_string":"National Astronomical Data Center","institution_ids":[]},{"raw_affiliation_string":"National Astronomical Observatories","institution_ids":["https://openalex.org/I4210164580"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5153508309","display_name":"Yunfei Xu","orcid":"https://orcid.org/0000-0002-7397-811X","observed_orcids":["https://orcid.org/0000-0002-7397-811X"]},"institutions":[{"id":"https://openalex.org/I4210164580","display_name":"National Astronomical Observatories","ror":"https://ror.org/058pyyv44","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210164580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfei Xu","raw_affiliation_strings":["National Astronomical Data Center","National Astronomical Observatories"],"raw_orcid":"https://orcid.org/0000-0002-7397-811X","affiliations":[{"raw_affiliation_string":"National Astronomical Data Center","institution_ids":[]},{"raw_affiliation_string":"National Astronomical Observatories","institution_ids":["https://openalex.org/I4210164580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5153466167","display_name":"Zhen Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210164580","display_name":"National Astronomical Observatories","ror":"https://ror.org/058pyyv44","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210164580"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Zhang","raw_affiliation_strings":["National Astronomical Data Center","National Astronomical Observatories","University of Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Astronomical Data Center","institution_ids":[]},{"raw_affiliation_string":"National Astronomical Observatories","institution_ids":["https://openalex.org/I4210164580"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139363378","display_name":"Lang Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210164580","display_name":"National Astronomical Observatories","ror":"https://ror.org/058pyyv44","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210164580"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lang Chen","raw_affiliation_strings":["National Astronomical Data Center","National Astronomical Observatories","University of Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Astronomical Data Center","institution_ids":[]},{"raw_affiliation_string":"National Astronomical Observatories","institution_ids":["https://openalex.org/I4210164580"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102965688","display_name":"Chen Cui","orcid":"https://orcid.org/0000-0002-7456-1826","observed_orcids":["https://orcid.org/0000-0002-7456-1826"]},"institutions":[{"id":"https://openalex.org/I4210164580","display_name":"National Astronomical Observatories","ror":"https://ror.org/058pyyv44","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210164580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenzhou Cui","raw_affiliation_strings":["National Astronomical Data Center","National Astronomical Observatories"],"raw_orcid":"https://orcid.org/0000-0002-7456-1826","affiliations":[{"raw_affiliation_string":"National Astronomical Data Center","institution_ids":[]},{"raw_affiliation_string":"National Astronomical Observatories","institution_ids":["https://openalex.org/I4210164580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4499,"currency":"USD","value_usd":4499},"apc_paid":{"value":4499,"currency":"USD","value_usd":4499},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.7249437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"287","issue":"1","first_page":"7","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10026","display_name":"Galaxies: Formation, Evolution, Phenomena","score":0.9018999934196472,"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":0.9018999934196472,"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/T14163","display_name":"Astronomical Observations and Instrumentation","score":0.01140000019222498,"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":0.01119999960064888,"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/euclid-mission","display_name":"Euclid mission","score":0.9919999837875366},{"id":"https://openalex.org/keywords/visible-light-imaging","display_name":"visible imaging","score":0.42899999022483826},{"id":"https://openalex.org/keywords/galaxy-morphology","display_name":"galaxy morphology","score":0.9100000262260437},{"id":"https://openalex.org/keywords/image-embeddings","display_name":"image embeddings","score":0.3700000047683716},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"anomaly detection","score":0.6110000014305115},{"id":"https://openalex.org/keywords/similarity-search","display_name":"similarity search","score":0.7310000061988831},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"image retrieval","score":0.3779999911785126},{"id":"https://openalex.org/keywords/automated-image-processing-pipeline","display_name":"automated image processing pipeline","score":0.43299999833106995},{"id":"https://openalex.org/keywords/galaxy-classification","display_name":"galaxy classification","score":0.49799999594688416},{"id":"https://openalex.org/keywords/spiral-galaxies","display_name":"spiral galaxies","score":0.45500001311302185}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6887999773025513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.660099983215332},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6226999759674072},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6087999939918518},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5522000193595886},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49549999833106995},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48739999532699585},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4449999928474426},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.42879998683929443},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.4284000098705292},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.42649999260902405},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.42289999127388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3970000147819519},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.3702999949455261},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.367900013923645},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3601999878883362},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.3433000147342682},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.334199994802475},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.33160001039505005},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.3203999996185303},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3125999867916107},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.31130000948905945},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.3107999861240387},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C6385141","wikidata":"https://www.wikidata.org/wiki/Q5170558","display_name":"Coring","level":3,"score":0.30320000648498535},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.2939000129699707},{"id":"https://openalex.org/C2776207758","wikidata":"https://www.wikidata.org/wiki/Q5303302","display_name":"Downstream (manufacturing)","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C32277403","wikidata":"https://www.wikidata.org/wiki/Q740445","display_name":"Ridge","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C2776848632","wikidata":"https://www.wikidata.org/wiki/Q853463","display_name":"Clipping (morphology)","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C199524791","wikidata":"https://www.wikidata.org/wiki/Q7198512","display_name":"Piston (optics)","level":3,"score":0.2597000002861023},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.2556000053882599},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2524999976158142},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.251800000667572},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.25049999356269836}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3847/1538-4365/aea223","doi":"https://doi.org/10.3847/1538-4365/aea223","is_oa":true,"landing_page_url":"https://doi.org/10.3847/1538-4365/aea223","pdf_url":"https://iopscience.iop.org/article/10.3847/1538-4365/aea223/pdf","source":{"id":"https://openalex.org/S183686791","display_name":"The Astrophysical Journal Supplement Series","issn_l":"0067-0049","issn":["0067-0049","1538-4365"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","ki-jl-2","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311669","host_organization_name":"Institute of Physics","host_organization_lineage":["https://openalex.org/P4310311669"],"host_organization_lineage_names":["Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Astrophysical Journal Supplement Series","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2609.32753","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.32753","pdf_url":"https://arxiv.org/pdf/2609.32753","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:f1e820313ccd4af1827406229939b916","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/f1e820313ccd4af1827406229939b916","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The Astrophysical Journal Supplement Series, Vol 287, Iss 1, p 7 (2026)","raw_type":"article"},{"id":"doi:10.48550/arxiv.2609.32753","doi":"https://doi.org/10.48550/arxiv.2609.32753","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2609.32753","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.3847/1538-4365/aea223","doi":"https://doi.org/10.3847/1538-4365/aea223","is_oa":true,"landing_page_url":"https://doi.org/10.3847/1538-4365/aea223","pdf_url":"https://iopscience.iop.org/article/10.3847/1538-4365/aea223/pdf","source":{"id":"https://openalex.org/S183686791","display_name":"The Astrophysical Journal Supplement Series","issn_l":"0067-0049","issn":["0067-0049","1538-4365"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","ki-jl-2","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311669","host_organization_name":"Institute of Physics","host_organization_lineage":["https://openalex.org/P4310311669"],"host_organization_lineage_names":["Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Astrophysical Journal Supplement Series","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1727330172","display_name":null,"funder_award_id":"12403102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3703894985","display_name":null,"funder_award_id":"12373110","funder_id":"https://openalex.org/F4320336283","funder_display_name":"National Astronomical Observatories, Chinese Academy of Sciences"},{"id":"https://openalex.org/G4894088443","display_name":null,"funder_award_id":"12273077","funder_id":"https://openalex.org/F4320336283","funder_display_name":"National Astronomical Observatories, Chinese Academy of Sciences"},{"id":"https://openalex.org/G5818407495","display_name":null,"funder_award_id":"12373110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6917624784","display_name":null,"funder_award_id":"XDB0550101","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7105839241","display_name":null,"funder_award_id":"12403102","funder_id":"https://openalex.org/F4320336283","funder_display_name":"National Astronomical Observatories, Chinese Academy of Sciences"},{"id":"https://openalex.org/G7322039637","display_name":null,"funder_award_id":"12273077","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320336283","display_name":"National Astronomical Observatories, Chinese Academy of Sciences","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7214717531.pdf","grobid_xml":"https://content.openalex.org/works/W7214717531.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4307440049","https://openalex.org/W7019141593","https://openalex.org/W6959591986","https://openalex.org/W4416026020","https://openalex.org/W4391901292","https://openalex.org/W7000262977","https://openalex.org/W7204975414","https://openalex.org/W4414903176","https://openalex.org/W7172234918","https://openalex.org/W4297943619"],"abstract_inverted_index":{"Abstract":[0],"The":[1,86,117,182],"Euclid":[2,60,225],"mission":[3],"is":[4,119,156],"delivering":[5],"an":[6,76],"unprecedented":[7],"volume":[8],"of":[9,65,80,95,222],"high-resolution":[10],"galaxy":[11],"imaging,":[12],"posing":[13],"new":[14],"challenges":[15],"for":[16,102,158,163,174,180],"standardized":[17,35,206],"and":[18,41,129,178,190,209,232,241],"reproducible":[19],"reuse":[20,94],"across":[21,140],"morphological":[22],"analyses.":[23],"We":[24],"present":[25],"a":[26,43,51,145,205,210],"scalable":[27],"pipeline":[28],"that":[29,150,204],"converts":[30],"released":[31,68,224],"VIS":[32],"cutouts":[33,69,82],"into":[34],"224":[36,38],"\u00d7":[37],"model":[39],"inputs":[40],"uses":[42],"pretrained":[44,212],"DINOv2":[45],"ViT-S/14":[46],"feature":[47],"extractor":[48],"to":[49,75],"construct":[50],"365,513-row,":[52],"384-dimensional":[53],"cutout-and-embedding":[54],"product":[55],"from":[56],"the":[57,66,112,164,191,220,223,229,238],"Galaxy":[58],"Zoo":[59],"(Q1)":[61],"catalog.":[62],"Initial":[63],"production":[64],"365,513":[67],"required":[70],"approximately":[71],"48":[72],"hr,":[73],"corresponding":[74],"estimated":[77],"end-to-end":[78],"rate":[79],"2.12":[81],"s":[83],"\u22121":[84],".":[85],"service":[87],"supports":[88],"batch":[89],"task":[90,235],"management,":[91],"while":[92,228],"persistent":[93],"generated":[96],"products":[97],"avoids":[98],"repeating":[99],"mosaic":[100],"extraction":[101],"matching":[103],"requests;":[104],"together":[105],"with":[106,121],"released-scale":[107],"production,":[108],"these":[109],"mechanisms":[110],"define":[111],"operational":[113],"scalability":[114],"considered":[115],"here.":[116],"representation":[118],"evaluated":[120],"held-out":[122],"regression,":[123],"few-label":[124],"classification,":[125],"anomaly":[126,184],"candidate":[127],"prioritization,":[128],"similarity":[130],"retrieval.":[131],"Held-out":[132],"ridge":[133],"probes":[134],"yield":[135],"R":[136],"2":[137],"=":[138],"0.377\u20130.596":[139],"four":[141],"catalog":[142],"quantities.":[143],"Under":[144],"1%":[146],"total":[147],"labeled":[148],"budget":[149],"includes":[151],"validation,":[152],"frozen":[153],"MLP":[154],"macro-F1":[155],"0.802\u20130.861":[157],"three":[159,176],"tasks":[160,177],"but":[161],"0.484":[162],"strongly":[165],"imbalanced":[166],"spiral":[167],"task;":[168],"limited":[169],"final-block":[170],"fine-tuning":[171],"gives":[172],"0.810\u20130.850":[173],"those":[175],"0.520":[179],"spiral.":[181],"historical":[183],"workflow":[185],"identifies":[186],"1681":[187],"configuration-dependent":[188],"candidates,":[189],"displayed":[192],"examples":[193],"illustrate":[194],"image-quality":[195],"failures":[196],"without":[197],"estimating":[198],"their":[199],"prevalence.":[200],"These":[201],"results":[202],"show":[203],"image":[207],"interface":[208],"reusable":[211],"embedding":[213],"can":[214],"support":[215],"several":[216],"downstream":[217],"analyses":[218],"at":[219],"scale":[221],"Q1":[226],"sample,":[227],"quantitative":[230],"performance":[231],"interpretation":[233],"remain":[234],"dependent":[236],"under":[237],"declared":[239],"input":[240],"evaluation":[242],"contracts.":[243]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-09-30T00:00:00"}
