{"id":"https://openalex.org/W7204806441","doi":"https://doi.org/10.48550/arxiv.2608.28449","title":"A High- and Variable-Dimensional Measurement of the $Z$+jets Differential Cross Section with the ATLAS Experiment and Artificial Intelligence","display_name":"A High- and Variable-Dimensional Measurement of the $Z$+jets Differential Cross Section with the ATLAS Experiment and Artificial Intelligence","publication_year":2026,"publication_date":"2026-08-28","ids":{"openalex":"https://openalex.org/W7204806441","doi":"https://doi.org/10.48550/arxiv.2608.28449"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2608.28449","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2608.28449","pdf_url":"https://arxiv.org/pdf/2608.28449","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"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2608.28449","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031213652","display_name":"Kevin Thomas Greif","orcid":"https://orcid.org/0000-0001-6607-0595","observed_orcids":["https://orcid.org/0000-0001-6607-0595"]},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Greif, Kevin","raw_affiliation_strings":["Doctor of Philosophy in Physics and Astronomy Expected 2026 University of California , Irvine Irvine , California","Doctor of Philosophy in Physics and Astronomy University of California , Irvine , 2026"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Doctor of Philosophy in Physics and Astronomy Expected 2026 University of California , Irvine Irvine , California","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Doctor of Philosophy in Physics and Astronomy University of California , Irvine , 2026","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031213652"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10048","display_name":"Particle physics theoretical and experimental studies","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"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/T10048","display_name":"Particle physics theoretical and experimental studies","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"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/T10527","display_name":"High-Energy Particle Collisions Research","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"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/T10224","display_name":"Quantum Chromodynamics and Particle Interactions","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"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/z-jets-production","display_name":"Z+jets production","score":0.9549999833106995},{"id":"https://openalex.org/keywords/differential-cross-section","display_name":"differential cross section","score":0.9919999837875366},{"id":"https://openalex.org/keywords/full-phase-space","display_name":"full phase space","score":0.6349999904632568},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.4749999940395355},{"id":"https://openalex.org/keywords/unfolding-algorithm","display_name":"unfolding algorithm","score":0.6990000009536743},{"id":"https://openalex.org/keywords/atlas-experiment","display_name":"ATLAS experiment","score":0.8289999961853027},{"id":"https://openalex.org/keywords/proton-proton-collisions","display_name":"proton-proton collisions","score":0.8820000290870667},{"id":"https://openalex.org/keywords/high-dimensional-data-analysis","display_name":"high-dimensional data analysis","score":0.6830000281333923}],"concepts":[{"id":"https://openalex.org/C87668248","wikidata":"https://www.wikidata.org/wiki/Q40605","display_name":"Large Hadron Collider","level":2,"score":0.8223000168800354},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.7355999946594238},{"id":"https://openalex.org/C121704057","wikidata":"https://www.wikidata.org/wiki/Q352070","display_name":"Collision","level":2,"score":0.6258000135421753},{"id":"https://openalex.org/C2777065543","wikidata":"https://www.wikidata.org/wiki/Q299002","display_name":"ATLAS experiment","level":3,"score":0.5860999822616577},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.5494999885559082},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.49399998784065247},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.45910000801086426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4523000121116638},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.4424000084400177},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.40369999408721924},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.39640000462532043},{"id":"https://openalex.org/C52234038","wikidata":"https://www.wikidata.org/wiki/Q17128025","display_name":"Cross section (physics)","level":2,"score":0.3903000056743622},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.353300005197525},{"id":"https://openalex.org/C3017838165","wikidata":"https://www.wikidata.org/wiki/Q299002","display_name":"Atlas detector","level":3,"score":0.3416999876499176},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3278000056743622},{"id":"https://openalex.org/C152290109","wikidata":"https://www.wikidata.org/wiki/Q2033879","display_name":"Collider","level":2,"score":0.32010000944137573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3172000050544739},{"id":"https://openalex.org/C2985973956","wikidata":"https://www.wikidata.org/wiki/Q1617745","display_name":"High energy","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.2847999930381775},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.27129998803138733},{"id":"https://openalex.org/C3017829689","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"High energy particle","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2538999915122986}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:2608.28449","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2608.28449","pdf_url":"https://arxiv.org/pdf/2608.28449","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:escholarship.org:ark:/13030/qt5663d2vb","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/5663d2vb","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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":"etd"},{"id":"doi:10.48550/arxiv.2608.28449","doi":"https://doi.org/10.48550/arxiv.2608.28449","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2608.28449","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":"pmh:oai:arXiv.org:2608.28449","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2608.28449","pdf_url":"https://arxiv.org/pdf/2608.28449","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"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204806441.pdf","grobid_xml":"https://content.openalex.org/works/W7204806441.grobid-xml"},"referenced_works_count":223,"referenced_works":["https://openalex.org/W1513917182","https://openalex.org/W1686810756","https://openalex.org/W1904365287","https://openalex.org/W1959608418","https://openalex.org/W1970150431","https://openalex.org/W1978047112","https://openalex.org/W1991302676","https://openalex.org/W1991858631","https://openalex.org/W1996262512","https://openalex.org/W1996413343","https://openalex.org/W1999557321","https://openalex.org/W2004867532","https://openalex.org/W2009027215","https://openalex.org/W2020084508","https://openalex.org/W2028569884","https://openalex.org/W2037246595","https://openalex.org/W2045120204","https://openalex.org/W2045472496","https://openalex.org/W2047792789","https://openalex.org/W2048972859","https://openalex.org/W2055032269","https://openalex.org/W2056651346","https://openalex.org/W2069629287","https://openalex.org/W2070151728","https://openalex.org/W2070903826","https://openalex.org/W2070964041","https://openalex.org/W2088909704","https://openalex.org/W2090940374","https://openalex.org/W2100507804","https://openalex.org/W2102292084","https://openalex.org/W2110999179","https://openalex.org/W2113371890","https://openalex.org/W2125102738","https://openalex.org/W2125621954","https://openalex.org/W2125707848","https://openalex.org/W2128158076","https://openalex.org/W2133564696","https://openalex.org/W2136477950","https://openalex.org/W2137983211","https://openalex.org/W2138291582","https://openalex.org/W2148539882","https://openalex.org/W2152795453","https://openalex.org/W2155113454","https://openalex.org/W2156247879","https://openalex.org/W2161417797","https://openalex.org/W2165610102","https://openalex.org/W2167727518","https://openalex.org/W2170608748","https://openalex.org/W2172539631","https://openalex.org/W2182495628","https://openalex.org/W2257086086","https://openalex.org/W2257979135","https://openalex.org/W2258584306","https://openalex.org/W2263661802","https://openalex.org/W2298471858","https://openalex.org/W2409550820","https://openalex.org/W2498210929","https://openalex.org/W2546563948","https://openalex.org/W2547967889","https://openalex.org/W2563426642","https://openalex.org/W2581875816","https://openalex.org/W2597655663","https://openalex.org/W2604487509","https://openalex.org/W2614083378","https://openalex.org/W2626778328","https://openalex.org/W2735611707","https://openalex.org/W2756071324","https://openalex.org/W2768970718","https://openalex.org/W2771507820","https://openalex.org/W2775970449","https://openalex.org/W2790181346","https://openalex.org/W2805508261","https://openalex.org/W2805516822","https://openalex.org/W2892192082","https://openalex.org/W2901571171","https://openalex.org/W2910862057","https://openalex.org/W2911264653","https://openalex.org/W2912798683","https://openalex.org/W2915621743","https://openalex.org/W2916245928","https://openalex.org/W2940824778","https://openalex.org/W2942860785","https://openalex.org/W2946775087","https://openalex.org/W2948594116","https://openalex.org/W2948659923","https://openalex.org/W2949335953","https://openalex.org/W2949650786","https://openalex.org/W2949770502","https://openalex.org/W2956718876","https://openalex.org/W2962103080","https://openalex.org/W2963116946","https://openalex.org/W2964121744","https://openalex.org/W2968312879","https://openalex.org/W2990857261","https://openalex.org/W2998758436","https://openalex.org/W2999026142","https://openalex.org/W3000374600","https://openalex.org/W3023661120","https://openalex.org/W3024051944","https://openalex.org/W3035243158","https://openalex.org/W3036167779","https://openalex.org/W3037961236","https://openalex.org/W3041529689","https://openalex.org/W3049051982","https://openalex.org/W3084548477","https://openalex.org/W3106098916","https://openalex.org/W3110257065","https://openalex.org/W3110650560","https://openalex.org/W3134779028","https://openalex.org/W3135367836","https://openalex.org/W3168202165","https://openalex.org/W3170230818","https://openalex.org/W3200670712","https://openalex.org/W3203312642","https://openalex.org/W3217036328","https://openalex.org/W4200634442","https://openalex.org/W4211046286","https://openalex.org/W4221140049","https://openalex.org/W4225852041","https://openalex.org/W4226148126","https://openalex.org/W4226278401","https://openalex.org/W4229066375","https://openalex.org/W4229366938","https://openalex.org/W4283026156","https://openalex.org/W4286702585","https://openalex.org/W4287728232","https://openalex.org/W4288079944","https://openalex.org/W4294785841","https://openalex.org/W4298289240","https://openalex.org/W4303647933","https://openalex.org/W4308022425","https://openalex.org/W4308709379","https://openalex.org/W4309534039","https://openalex.org/W4310092694","https://openalex.org/W4310161357","https://openalex.org/W4312051506","https://openalex.org/W4313596854","https://openalex.org/W4318832006","https://openalex.org/W4322766541","https://openalex.org/W4361019493","https://openalex.org/W4361864004","https://openalex.org/W4379791688","https://openalex.org/W4382395088","https://openalex.org/W4383047164","https://openalex.org/W4383558022","https://openalex.org/W4384406065","https://openalex.org/W4384812170","https://openalex.org/W4385473437","https://openalex.org/W4386475257","https://openalex.org/W4386768883","https://openalex.org/W4387311838","https://openalex.org/W4387975945","https://openalex.org/W4390137150","https://openalex.org/W4392231918","https://openalex.org/W4392576758","https://openalex.org/W4392736559","https://openalex.org/W4393212744","https://openalex.org/W4394728283","https://openalex.org/W4396244301","https://openalex.org/W4398230620","https://openalex.org/W4399046028","https://openalex.org/W4400720716","https://openalex.org/W4401202532","https://openalex.org/W4401510903","https://openalex.org/W4402764998","https://openalex.org/W4404168272","https://openalex.org/W4404350912","https://openalex.org/W4405252968","https://openalex.org/W4405366252","https://openalex.org/W4405564205","https://openalex.org/W4405646954","https://openalex.org/W4405891983","https://openalex.org/W4406851200","https://openalex.org/W4407623951","https://openalex.org/W4408003660","https://openalex.org/W4408118528","https://openalex.org/W4408339160","https://openalex.org/W4408521860","https://openalex.org/W4409035645","https://openalex.org/W4409038386","https://openalex.org/W4410022594","https://openalex.org/W4410288655","https://openalex.org/W4410578844","https://openalex.org/W4411460886","https://openalex.org/W4411919343","https://openalex.org/W4413286887","https://openalex.org/W4414091391","https://openalex.org/W4414586837","https://openalex.org/W4414681965","https://openalex.org/W4414685078","https://openalex.org/W4414696337","https://openalex.org/W4414939861","https://openalex.org/W4415164061","https://openalex.org/W4415249366","https://openalex.org/W4415470816","https://openalex.org/W4415502771","https://openalex.org/W4416506249","https://openalex.org/W4416777476","https://openalex.org/W4417086446","https://openalex.org/W4417212658","https://openalex.org/W4417307935","https://openalex.org/W6959417019","https://openalex.org/W6981519810","https://openalex.org/W6983659047","https://openalex.org/W7038238778","https://openalex.org/W7079994348","https://openalex.org/W7083287361","https://openalex.org/W7094942797","https://openalex.org/W7116925812","https://openalex.org/W7118988031","https://openalex.org/W7119659475","https://openalex.org/W7125872584","https://openalex.org/W7126035501","https://openalex.org/W7127618187","https://openalex.org/W7128819822","https://openalex.org/W7130355259","https://openalex.org/W7133213826","https://openalex.org/W7133553102","https://openalex.org/W7134922963","https://openalex.org/W7140146079","https://openalex.org/W7163924858","https://openalex.org/W7165387515","https://openalex.org/W7166871301"],"related_works":["https://openalex.org/W7204344121","https://openalex.org/W766785371","https://openalex.org/W2735511232","https://openalex.org/W7119375839","https://openalex.org/W1778930322","https://openalex.org/W6908668964","https://openalex.org/W4405891983","https://openalex.org/W4212769764","https://openalex.org/W2906466425","https://openalex.org/W6906781903"],"abstract_inverted_index":{"Proton-proton":[0],"collisions":[1],"at":[2,18,115,149],"the":[3,9,13,39,46,61,73,96,100,110,116,119,126,135,144,150,159,167],"Large":[4],"Hadron":[5],"Collider":[6],"(LHC)":[7],"offer":[8],"opportunity":[10],"to":[11,76,94],"observe":[12],"interactions":[14,79],"of":[15,30,56,63,72,89,99,109,128,137,158,170,176],"fundamental":[16],"particles":[17,33],"very":[19],"high":[20,24,52],"energy":[21],"scales.":[22],"The":[23,54],"collision":[25,36],"rate":[26],"and":[27,51,80,163],"large":[28,50],"number":[29],"final":[31,130],"state":[32,131],"produced":[34,41],"per":[35],"imply":[37],"that":[38],"datasets":[40,58],"by":[42],"detectors":[43],"such":[44,146,171],"as":[45],"ATLAS":[47,101],"experiment":[48],"are":[49],"dimensional.":[53],"complexity":[55],"these":[57],"calls":[59],"for":[60,82,166],"use":[62,136],"novel":[64],"data":[65],"analysis":[66],"techniques":[67,93],"which":[68,152],"can":[69],"exploit":[70],"all":[71],"available":[74],"information":[75],"illuminate":[77],"known":[78],"search":[81],"new":[83],"ones.":[84],"This":[85,142],"thesis":[86],"presents":[87],"applications":[88],"artificial":[90],"intelligence":[91],"(AI)":[92],"improve":[95],"physics":[97],"results":[98],"experiment.":[102],"It":[103],"centers":[104],"on":[105,173],"a":[106,154,164,174],"full-phase-space":[107],"measurement":[108,147],"Z+jets":[111,160],"production":[112,161],"cross":[113,120],"section":[114,121],"LHC,":[117,151],"where":[118],"is":[122,143],"measured":[123],"differential":[124],"in":[125],"kinematics":[127],"every":[129],"charged":[132],"particle":[133],"through":[134],"an":[138],"AI-based":[139],"unfolding":[140],"algorithm.":[141],"first":[145],"performed":[148],"provides":[153],"complete":[155],"experimental":[156],"characterization":[157],"process":[162],"proof-of-principle":[165],"further":[168],"pursuit":[169],"measurements":[172],"host":[175],"LHC":[177],"processes.":[178]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-09-01T00:00:00"}
