{"id":"https://openalex.org/W7128479211","doi":"https://doi.org/10.1093/mnras/stag181","title":"The origin of scatter in the X-ray luminosity\u2013halo mass relation of galaxy clusters","display_name":"The origin of scatter in the X-ray luminosity\u2013halo mass relation of galaxy clusters","publication_year":2026,"publication_date":"2026-02-10","ids":{"openalex":"https://openalex.org/W7128479211","doi":"https://doi.org/10.1093/mnras/stag181"},"language":"en","primary_location":{"id":"doi:10.1093/mnras/stag181","doi":"https://doi.org/10.1093/mnras/stag181","is_oa":true,"landing_page_url":"https://doi.org/10.1093/mnras/stag181","pdf_url":null,"source":{"id":"https://openalex.org/S195663288","display_name":"Monthly Notices of the Royal Astronomical Society","issn_l":"0035-8711","issn":["0035-8711","1365-2966","1365-8711"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Monthly Notices of the Royal Astronomical Society","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1093/mnras/stag181","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017092602","display_name":"Joey Braspenning","orcid":"https://orcid.org/0009-0003-3956-4890","observed_orcids":["https://orcid.org/0009-0003-3956-4890"]},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]},{"id":"https://openalex.org/I4210109156","display_name":"Max Planck Institute for Astronomy","ror":"https://ror.org/01vhnrs90","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109156"]},{"id":"https://openalex.org/I4387156226","display_name":"Leiden Observatory","ror":"https://ror.org/03es66g06","country_code":null,"type":"facility","lineage":["https://openalex.org/I121797337","https://openalex.org/I4387156226"]}],"countries":["DE","NL"],"is_corresponding":true,"raw_author_name":"Joey Braspenning","raw_affiliation_strings":["Leiden Observatory, Leiden University , PO Box 9513, 2300 RA Leiden ,","Max-Planck-Institut f\u00fcr Astronomie , K\u00f6nigstuhl 17, D-69117 Heidelberg ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leiden Observatory, Leiden University , PO Box 9513, 2300 RA Leiden ,","institution_ids":["https://openalex.org/I121797337","https://openalex.org/I4387156226"]},{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Astronomie , K\u00f6nigstuhl 17, D-69117 Heidelberg ,","institution_ids":["https://openalex.org/I4210109156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020847721","display_name":"Joop Schaye","orcid":"https://orcid.org/0000-0002-0668-5560","observed_orcids":["https://orcid.org/0000-0002-0668-5560"]},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]},{"id":"https://openalex.org/I4387156226","display_name":"Leiden Observatory","ror":"https://ror.org/03es66g06","country_code":null,"type":"facility","lineage":["https://openalex.org/I121797337","https://openalex.org/I4387156226"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Joop Schaye","raw_affiliation_strings":["Leiden Observatory, Leiden University , PO Box 9513, 2300 RA Leiden ,"],"raw_orcid":"https://orcid.org/0000-0002-0668-5560","affiliations":[{"raw_affiliation_string":"Leiden Observatory, Leiden University , PO Box 9513, 2300 RA Leiden ,","institution_ids":["https://openalex.org/I121797337","https://openalex.org/I4387156226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078649440","display_name":"Annalisa Pillepich","orcid":"https://orcid.org/0000-0003-1065-9274","observed_orcids":["https://orcid.org/0000-0003-1065-9274"]},"institutions":[{"id":"https://openalex.org/I4210109156","display_name":"Max Planck Institute for Astronomy","ror":"https://ror.org/01vhnrs90","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109156"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Annalisa Pillepich","raw_affiliation_strings":["Max-Planck-Institut f\u00fcr Astronomie , K\u00f6nigstuhl 17, D-69117 Heidelberg ,"],"raw_orcid":"https://orcid.org/0000-0003-1065-9274","affiliations":[{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Astronomie , K\u00f6nigstuhl 17, D-69117 Heidelberg ,","institution_ids":["https://openalex.org/I4210109156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122495817","display_name":"Dylan Nelson","orcid":"https://orcid.org/0000-0001-8421-5890","observed_orcids":["https://orcid.org/0000-0001-8421-5890"]},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dylan Nelson","raw_affiliation_strings":["Universit\u00e4t Heidelberg, Zentrum f\u00fcr Astronomie, Institut f\u00fcr theoretische Astrophysik , Albert-Ueberle-Str. 2, D-69120 Heidelberg ,"],"raw_orcid":"https://orcid.org/0000-0001-8421-5890","affiliations":[{"raw_affiliation_string":"Universit\u00e4t Heidelberg, Zentrum f\u00fcr Astronomie, Institut f\u00fcr theoretische Astrophysik , Albert-Ueberle-Str. 2, D-69120 Heidelberg ,","institution_ids":["https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017092602"],"corresponding_institution_ids":["https://openalex.org/I121797337","https://openalex.org/I4210109156","https://openalex.org/I4387156226"],"apc_list":{"value":2310,"currency":"GBP","value_usd":3046},"apc_paid":{"value":2310,"currency":"GBP","value_usd":3046},"fwci":3.1204,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88471221,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"546","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10026","display_name":"Galaxies: Formation, Evolution, Phenomena","score":0.9976000189781189,"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":0.9976000189781189,"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/T10095","display_name":"Cosmology and Gravitation Theories","score":0.000699999975040555,"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/T10744","display_name":"Astrophysical Phenomena and Observations","score":0.0003000000142492354,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/galaxy-clusters","display_name":"galaxy clusters","score":0.8659999966621399},{"id":"https://openalex.org/keywords/scatter","display_name":"scatter","score":0.6290000081062317},{"id":"https://openalex.org/keywords/intracluster-medium","display_name":"intracluster medium","score":0.9509999752044678},{"id":"https://openalex.org/keywords/void-fraction","display_name":"void fraction","score":0.7860000133514404},{"id":"https://openalex.org/keywords/thermal-sunyaev-zel-dovich-effect","display_name":"thermal Sunyaev-Zel'dovich effect","score":0.8769999742507935},{"id":"https://openalex.org/keywords/dark-matter-halos","display_name":"dark matter halos","score":0.6790000200271606},{"id":"https://openalex.org/keywords/galaxy-properties","display_name":"galaxy properties","score":0.6809999942779541},{"id":"https://openalex.org/keywords/agn-feedback","display_name":"AGN feedback","score":0.6620000004768372},{"id":"https://openalex.org/keywords/flamingos","display_name":"flamingos","score":0.703000009059906},{"id":"https://openalex.org/keywords/large-scale-structure","display_name":"large-scale structure","score":0.6190000176429749},{"id":"https://openalex.org/keywords/redshift-evolution","display_name":"redshift evolution","score":0.5460000038146973},{"id":"https://openalex.org/keywords/fitting-formula","display_name":"fitting formula","score":0.49799999594688416}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.9492999911308289},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.8032000064849854},{"id":"https://openalex.org/C184665706","wikidata":"https://www.wikidata.org/wiki/Q186310","display_name":"Halo","level":3,"score":0.8030999898910522},{"id":"https://openalex.org/C98444146","wikidata":"https://www.wikidata.org/wiki/Q318","display_name":"Galaxy","level":2,"score":0.65420001745224},{"id":"https://openalex.org/C159249277","wikidata":"https://www.wikidata.org/wiki/Q79925","display_name":"Dark matter","level":2,"score":0.5789999961853027},{"id":"https://openalex.org/C156055797","wikidata":"https://www.wikidata.org/wiki/Q204107","display_name":"Galaxy cluster","level":3,"score":0.5389000177383423},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5210999846458435},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.5076000094413757},{"id":"https://openalex.org/C33024259","wikidata":"https://www.wikidata.org/wiki/Q76250","display_name":"Redshift","level":3,"score":0.4537000060081482},{"id":"https://openalex.org/C174802034","wikidata":"https://www.wikidata.org/wiki/Q1995140","display_name":"Galaxy formation and evolution","level":3,"score":0.41690000891685486},{"id":"https://openalex.org/C26405456","wikidata":"https://www.wikidata.org/wiki/Q338","display_name":"Cosmology","level":2,"score":0.4083999991416931},{"id":"https://openalex.org/C12287442","wikidata":"https://www.wikidata.org/wiki/Q105902","display_name":"Luminosity","level":3,"score":0.40380001068115234},{"id":"https://openalex.org/C83160514","wikidata":"https://www.wikidata.org/wiki/Q17512228","display_name":"Galaxy groups and clusters","level":4,"score":0.39719998836517334},{"id":"https://openalex.org/C88148261","wikidata":"https://www.wikidata.org/wiki/Q864952","display_name":"Dark matter halo","level":4,"score":0.38499999046325684},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.3010999858379364},{"id":"https://openalex.org/C36006759","wikidata":"https://www.wikidata.org/wiki/Q308492","display_name":"Type-cD galaxy","level":4,"score":0.2989000082015991},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.29670000076293945},{"id":"https://openalex.org/C168589115","wikidata":"https://www.wikidata.org/wiki/Q3079618","display_name":"Stellar mass","level":4,"score":0.2833999991416931},{"id":"https://openalex.org/C146867326","wikidata":"https://www.wikidata.org/wiki/Q2914363","display_name":"Structure formation","level":3,"score":0.28220000863075256},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.25130000710487366},{"id":"https://openalex.org/C150846664","wikidata":"https://www.wikidata.org/wiki/Q7602306","display_name":"Stars","level":2,"score":0.2506999969482422},{"id":"https://openalex.org/C152268414","wikidata":"https://www.wikidata.org/wiki/Q1151284","display_name":"Brightest cluster galaxy","level":4,"score":0.25049999356269836}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1093/mnras/stag181","doi":"https://doi.org/10.1093/mnras/stag181","is_oa":true,"landing_page_url":"https://doi.org/10.1093/mnras/stag181","pdf_url":null,"source":{"id":"https://openalex.org/S195663288","display_name":"Monthly Notices of the Royal Astronomical Society","issn_l":"0035-8711","issn":["0035-8711","1365-2966","1365-8711"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Monthly Notices of the Royal Astronomical Society","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2511.09649","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.09649","pdf_url":"https://arxiv.org/pdf/2511.09649","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":"doi:10.48550/arxiv.2511.09649","doi":"https://doi.org/10.48550/arxiv.2511.09649","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2511.09649","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":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1093/mnras/stag181","doi":"https://doi.org/10.1093/mnras/stag181","is_oa":true,"landing_page_url":"https://doi.org/10.1093/mnras/stag181","pdf_url":null,"source":{"id":"https://openalex.org/S195663288","display_name":"Monthly Notices of the Royal Astronomical Society","issn_l":"0035-8711","issn":["0035-8711","1365-2966","1365-8711"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Monthly Notices of the Royal Astronomical Society","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1197311398","display_name":null,"funder_award_id":"769130","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G1459320488","display_name":"Durham DiRAC-2 petascale facility","funder_award_id":"ST/K00042X/1","funder_id":"https://openalex.org/F4320334632","funder_display_name":"Science and Technology Facilities Council"},{"id":"https://openalex.org/G1823126736","display_name":"DiRAC-2.5 - the pathway to DiRAC Phase 3","funder_award_id":"ST/P002293/1","funder_id":"https://openalex.org/F4320334632","funder_display_name":"Science and Technology Facilities Council"},{"id":"https://openalex.org/G3017056555","display_name":null,"funder_award_id":"101087822","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G7295662220","display_name":null,"funder_award_id":"NE 2441/1-1","funder_id":"https://openalex.org/F4320308022","funder_display_name":"California Department of Fish and Game"},{"id":"https://openalex.org/G7960706603","display_name":"DiRAC: Memory Intensive 2.5y","funder_award_id":"ST/S002502/1","funder_id":"https://openalex.org/F4320334632","funder_display_name":"Science and Technology Facilities Council"},{"id":"https://openalex.org/G968430329","display_name":"DiRAC: Memory Intensive 2.5x","funder_award_id":"ST/R002371/1","funder_id":"https://openalex.org/F4320334632","funder_display_name":"Science and Technology Facilities Council"}],"funders":[{"id":"https://openalex.org/F4320308022","display_name":"California Department of Fish and Game","ror":"https://ror.org/02v6w2r95"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320334632","display_name":"Science and Technology Facilities Council","ror":"https://ror.org/057g20z61"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W1484475650","https://openalex.org/W1777379780","https://openalex.org/W1788719019","https://openalex.org/W1844516996","https://openalex.org/W1925792681","https://openalex.org/W1975549749","https://openalex.org/W1975983552","https://openalex.org/W1978316192","https://openalex.org/W1998577648","https://openalex.org/W2007734236","https://openalex.org/W2030605651","https://openalex.org/W2030746777","https://openalex.org/W2056866640","https://openalex.org/W2058685713","https://openalex.org/W2081092366","https://openalex.org/W2084287642","https://openalex.org/W2089729354","https://openalex.org/W2092695191","https://openalex.org/W2096245028","https://openalex.org/W2098564368","https://openalex.org/W2109139051","https://openalex.org/W2114085446","https://openalex.org/W2119131940","https://openalex.org/W2123729064","https://openalex.org/W2123905817","https://openalex.org/W2139937287","https://openalex.org/W2141481712","https://openalex.org/W2141968105","https://openalex.org/W2149819553","https://openalex.org/W2153736753","https://openalex.org/W2411527379","https://openalex.org/W2468373122","https://openalex.org/W2513116096","https://openalex.org/W2600163159","https://openalex.org/W2734538553","https://openalex.org/W2735189638","https://openalex.org/W2735395126","https://openalex.org/W2735531560","https://openalex.org/W2735710795","https://openalex.org/W2746972418","https://openalex.org/W2904186977","https://openalex.org/W2906705741","https://openalex.org/W2911111297","https://openalex.org/W2946070734","https://openalex.org/W2961654645","https://openalex.org/W3037277809","https://openalex.org/W3080616456","https://openalex.org/W3084193426","https://openalex.org/W3093103427","https://openalex.org/W3112430020","https://openalex.org/W3165898284","https://openalex.org/W3196546683","https://openalex.org/W3214665141","https://openalex.org/W4205748960","https://openalex.org/W4221164785","https://openalex.org/W4292407340","https://openalex.org/W4293056970","https://openalex.org/W4294619554","https://openalex.org/W4385972331","https://openalex.org/W4387080682","https://openalex.org/W4387358085","https://openalex.org/W4393104122","https://openalex.org/W4398782586","https://openalex.org/W4399653311","https://openalex.org/W4399923680","https://openalex.org/W4402947433","https://openalex.org/W4410111598","https://openalex.org/W4412109901","https://openalex.org/W4413098417","https://openalex.org/W4413153943","https://openalex.org/W4414145536","https://openalex.org/W4414735989","https://openalex.org/W4416017764","https://openalex.org/W4416054867","https://openalex.org/W4416470747"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"Galaxy":[1,162],"groups":[2],"and":[3,11,49,74,80,88,125,134,139,163,195,202,239,248],"clusters":[4],"are":[5,12,180,204],"excellent":[6],"probes":[7],"of":[8,16,31,41,58],"large-scale":[9],"structure":[10],"shaped":[13],"by":[14,151,174],"some":[15],"the":[17,23,39,42,55,63,101,105,113,136,189,208,214,237],"most":[18],"energetic":[19],"physical":[20],"processes":[21],"in":[22,44],"Universe.":[24],"They":[25],"follow":[26],"a":[27],"tight":[28],"scaling":[29],"relation":[30,46,79],"X-ray":[32,118,147,169],"luminosity":[33],"with":[34,146,168,196],"halo":[35,129,164],"mass.":[36],"However,":[37],"predicting":[38],"dependence":[40],"scatter":[43,114,238],"this":[45,78],"on":[47,84],"mass":[48],"redshift":[50],"is":[51],"challenging,":[52],"due":[53],"to":[54,111,245],"statistical":[56],"requirement":[57],"large":[59,64],"simulation":[60],"volumes.":[61],"Using":[62],"volume":[65],"cosmological":[66,246],"hydrodynamical":[67],"simulations":[68],"for":[69,100,158,192,220,224,236,242],"galaxy":[70,215],"cluster":[71],"physics":[72,230],"FLAMINGO":[73,133,185,201],"TNG300+TNG-Cluster,":[75,135],"we":[76,108],"fit":[77],"its":[81,240],"scatter,":[82,148,170],"focusing":[83],"$M_{\\rm":[85],"500c}\\gt10^{13}~\\mathrm{M_\\odot":[86],"}$":[87],"$z":[89],"\\le":[90],"2$.":[91],"We":[92,232],"find":[93],"qualitatively":[94,181],"similar,":[95],"but":[96,222],"quantitatively":[97],"different":[98,184],"results":[99,179],"two":[102],"models.":[103],"For":[104,131],"first":[106],"time,":[107],"study":[109],"ways":[110],"reduce":[112],"using":[115],"properties":[116,165],"beyond":[117],"luminosity,":[119],"namely":[120],"six":[121,123],"ICM,":[122],"galaxy,":[124],"eleven":[126],"dark":[127],"matter":[128],"properties.":[130],"both":[132],"gas":[137],"fraction":[138],"thermal":[140],"Sunyaev\u2013Zeld\u0301ovich":[141],"(SZ)":[142],"signal":[143],"correlate":[144,166],"strongest":[145],"reducing":[149,172],"it":[150,173],"over":[152],"50":[153],"per":[154,176],"cent":[155],"when":[156],"accounting":[157],"their":[159],"partial":[160],"correlations.":[161],"weakly":[167],"typically":[171],"10\u201320":[175],"cent.":[177],"Our":[178],"robust":[182],"across":[183,229],"feedback":[186,194],"variations,":[187],"though":[188],"correlations":[190],"weaken":[191],"stronger":[193],"increasing":[197],"redshift.":[198],"Differences":[199],"between":[200],"TNG300+TNG-Cluster":[203,225],"only":[205],"apparent":[206],"at":[207],"high-mass":[209],"end":[210],"\u2013":[211,226],"where":[212],"e.g.":[213],"stellar":[216],"age":[217],"correlates":[218],"strongly":[219],"FLAMINGO,":[221],"not":[223],"confirming":[227],"robustness":[228],"implementations.":[231],"provide":[233],"fitting":[234],"formulas":[235],"corrections,":[241],"direct":[243],"application":[244],"analyses":[247],"observational":[249],"data.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2026-02-11T00:00:00"}
