{"id":"https://openalex.org/W4414809576","doi":"https://doi.org/10.1007/978-3-032-05461-6_2","title":"Score Matching on\u00a0Large Geometric Graphs for\u00a0Cosmology Generation","display_name":"Score Matching on\u00a0Large Geometric Graphs for\u00a0Cosmology Generation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414809576","doi":"https://doi.org/10.1007/978-3-032-05461-6_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-05461-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05461-6_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tue.nl/en/publications/cb2fa5ef-9f62-4473-a9c0-f1b4b09e3cc8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119841008","display_name":"Diana-Alexandra Onu\u021bu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090210","display_name":"SURF","ror":"https://ror.org/009vhk114","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210090210"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Diana-Alexandra Onu\u021bu","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands","SURF, Amsterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0009-0009-3933-5071","affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"SURF, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210090210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102711454","display_name":"Yue Zhao","orcid":"https://orcid.org/0009-0005-4074-5116"},"institutions":[{"id":"https://openalex.org/I4210090210","display_name":"SURF","ror":"https://ror.org/009vhk114","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210090210"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Yue Zhao","raw_affiliation_strings":["SURF, Amsterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0009-0005-4074-5116","affiliations":[{"raw_affiliation_string":"SURF, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210090210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016794035","display_name":"Joaquin Vanschoren","orcid":"https://orcid.org/0000-0001-7044-9805"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Joaquin Vanschoren","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-7044-9805","affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034523015","display_name":"Vlado Menkovski","orcid":"https://orcid.org/0000-0001-5262-0605"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Vlado Menkovski","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-5262-0605","affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5119841008"],"corresponding_institution_ids":["https://openalex.org/I4210090210","https://openalex.org/I83019370"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54531341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10026","display_name":"Galaxies: Formation, Evolution, Phenomena","score":0.9825000166893005,"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":0.9825000166893005,"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/T13487","display_name":"Statistical and numerical algorithms","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9472000002861023,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.7125999927520752},{"id":"https://openalex.org/keywords/cosmology","display_name":"Cosmology","score":0.5533000230789185},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5303000211715698},{"id":"https://openalex.org/keywords/gravitation","display_name":"Gravitation","score":0.5270000100135803},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5145000219345093},{"id":"https://openalex.org/keywords/galaxy","display_name":"Galaxy","score":0.47679999470710754},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4065999984741211},{"id":"https://openalex.org/keywords/equivariant-map","display_name":"Equivariant map","score":0.37709999084472656}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7125999927520752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6682999730110168},{"id":"https://openalex.org/C26405456","wikidata":"https://www.wikidata.org/wiki/Q338","display_name":"Cosmology","level":2,"score":0.5533000230789185},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5303000211715698},{"id":"https://openalex.org/C124017977","wikidata":"https://www.wikidata.org/wiki/Q11412","display_name":"Gravitation","level":2,"score":0.5270000100135803},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5145000219345093},{"id":"https://openalex.org/C98444146","wikidata":"https://www.wikidata.org/wiki/Q318","display_name":"Galaxy","level":2,"score":0.47679999470710754},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4104999899864197},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4065999984741211},{"id":"https://openalex.org/C171036898","wikidata":"https://www.wikidata.org/wiki/Q256355","display_name":"Equivariant map","level":2,"score":0.37709999084472656},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.36660000681877136},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.35359999537467957},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3521000146865845},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.35199999809265137},{"id":"https://openalex.org/C45493050","wikidata":"https://www.wikidata.org/wiki/Q7884934","display_name":"Unified Model","level":2,"score":0.3303000032901764},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3199999928474426},{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.3151000142097473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3066999912261963},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.29019999504089355},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.27869999408721924},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.25029999017715454}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-032-05461-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05461-6_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.tue.nl:openaire/cb2fa5ef-9f62-4473-a9c0-f1b4b09e3cc8","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/cb2fa5ef-9f62-4473-a9c0-f1b4b09e3cc8","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Onu\u021bu, D-A, Zhao, Y, Vanschoren, J & Menkovski, V 2025, Score Matching on\u00a0Large Geometric Graphs for\u00a0Cosmology Generation. in S D\u017eeroski, J Levatic, G Pio & N Simidjievski (eds), Discovery Science : 28th International Conference, DS 2025, Ljubljana, Slovenia, September 23\u201325, 2025, Proceedings. Lecture Notes in Computer Science (LNCS), vol. 16090, Springer, Cham, pp. 17-31, 28th International Conference on Discovery Science, DS 2025, Ljubljana, Slovenia, 23/09/25. https://doi.org/10.1007/978-3-032-05461-6_2","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire/cb2fa5ef-9f62-4473-a9c0-f1b4b09e3cc8","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/cb2fa5ef-9f62-4473-a9c0-f1b4b09e3cc8","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Onu\u021bu, D-A, Zhao, Y, Vanschoren, J & Menkovski, V 2025, Score Matching on\u00a0Large Geometric Graphs for\u00a0Cosmology Generation. in S D\u017eeroski, J Levatic, G Pio & N Simidjievski (eds), Discovery Science : 28th International Conference, DS 2025, Ljubljana, Slovenia, September 23\u201325, 2025, Proceedings. Lecture Notes in Computer Science (LNCS), vol. 16090, Springer, Cham, pp. 17-31, 28th International Conference on Discovery Science, DS 2025, Ljubljana, Slovenia, 23/09/25. https://doi.org/10.1007/978-3-032-05461-6_2","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2104246757","https://openalex.org/W2132955135","https://openalex.org/W2972913944","https://openalex.org/W3180196270","https://openalex.org/W4214721726","https://openalex.org/W4313485267","https://openalex.org/W4399872615","https://openalex.org/W4413049466"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
