{"id":"https://openalex.org/W7133946386","doi":"https://doi.org/10.48550/arxiv.2603.04084","title":"End-to-end event reconstruction for precision physics at future colliders","display_name":"End-to-end event reconstruction for precision physics at future colliders","publication_year":2026,"publication_date":"2026-03-04","ids":{"openalex":"https://openalex.org/W7133946386","doi":"https://doi.org/10.48550/arxiv.2603.04084"},"language":"en","primary_location":{"id":"pmh:doi:10.48550/arxiv.2603.04084","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128155024","display_name":"Dolores Garcia","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Garcia, Dolores","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128186170","display_name":"Lena Herrmann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Herrmann, Lena","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090312249","display_name":"Gregor Kr\u017emanc","orcid":"https://orcid.org/0000-0002-6280-5387"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krzmanc, Gregor","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5128167005","display_name":"Michele Selvaggi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Selvaggi, Michele","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5128155024"],"corresponding_institution_ids":[],"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":0.5881999731063843,"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":0.5881999731063843,"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/T11044","display_name":"Particle Detector Development and Performance","score":0.2881999909877777,"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":0.04780000075697899,"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/detector","display_name":"Detector","score":0.6682999730110168},{"id":"https://openalex.org/keywords/large-hadron-collider","display_name":"Large Hadron Collider","score":0.5906999707221985},{"id":"https://openalex.org/keywords/event-reconstruction","display_name":"Event reconstruction","score":0.5388000011444092},{"id":"https://openalex.org/keywords/calorimeter","display_name":"Calorimeter (particle physics)","score":0.44749999046325684},{"id":"https://openalex.org/keywords/collider","display_name":"Collider","score":0.4341999888420105},{"id":"https://openalex.org/keywords/decoupling","display_name":"Decoupling (probability)","score":0.3885999917984009},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.3752000033855438},{"id":"https://openalex.org/keywords/higgs-boson","display_name":"Higgs boson","score":0.3662000000476837}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.7175999879837036},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6682999730110168},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.609000027179718},{"id":"https://openalex.org/C87668248","wikidata":"https://www.wikidata.org/wiki/Q40605","display_name":"Large Hadron Collider","level":2,"score":0.5906999707221985},{"id":"https://openalex.org/C2775853353","wikidata":"https://www.wikidata.org/wiki/Q5416724","display_name":"Event reconstruction","level":3,"score":0.5388000011444092},{"id":"https://openalex.org/C18073261","wikidata":"https://www.wikidata.org/wiki/Q1722586","display_name":"Calorimeter (particle physics)","level":3,"score":0.44749999046325684},{"id":"https://openalex.org/C152290109","wikidata":"https://www.wikidata.org/wiki/Q2033879","display_name":"Collider","level":2,"score":0.4341999888420105},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42489999532699585},{"id":"https://openalex.org/C205606062","wikidata":"https://www.wikidata.org/wiki/Q5249645","display_name":"Decoupling (probability)","level":2,"score":0.3885999917984009},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.3763999938964844},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.3752000033855438},{"id":"https://openalex.org/C158129726","wikidata":"https://www.wikidata.org/wiki/Q402","display_name":"Higgs boson","level":2,"score":0.3662000000476837},{"id":"https://openalex.org/C151987854","wikidata":"https://www.wikidata.org/wiki/Q1097654","display_name":"Invariant mass","level":2,"score":0.35989999771118164},{"id":"https://openalex.org/C205334942","wikidata":"https://www.wikidata.org/wiki/Q3151","display_name":"Muon","level":2,"score":0.34389999508857727},{"id":"https://openalex.org/C17863212","wikidata":"https://www.wikidata.org/wiki/Q466416","display_name":"Electroweak interaction","level":2,"score":0.3375000059604645},{"id":"https://openalex.org/C2779510917","wikidata":"https://www.wikidata.org/wiki/Q7140498","display_name":"Particle identification","level":3,"score":0.3319000005722046},{"id":"https://openalex.org/C2780848835","wikidata":"https://www.wikidata.org/wiki/Q4213","display_name":"Telescope","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C30475298","wikidata":"https://www.wikidata.org/wiki/Q909554","display_name":"Computational physics","level":1,"score":0.29260000586509705},{"id":"https://openalex.org/C183680338","wikidata":"https://www.wikidata.org/wiki/Q736634","display_name":"Particle detector","level":3,"score":0.28529998660087585},{"id":"https://openalex.org/C2779898584","wikidata":"https://www.wikidata.org/wiki/Q7820109","display_name":"Reconstruction algorithm","level":3,"score":0.27730000019073486},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2705000042915344},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.25060001015663147},{"id":"https://openalex.org/C35048267","wikidata":"https://www.wikidata.org/wiki/Q587553","display_name":"Charged particle","level":3,"score":0.25029999017715454}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:doi:10.48550/arxiv.2603.04084","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:cds.cern.ch:2956246","is_oa":true,"landing_page_url":"http://cds.cern.ch/record/2956246","pdf_url":null,"source":{"id":"https://openalex.org/S4306402194","display_name":"CERN Document Server (European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":null},{"id":"doi:10.48550/arxiv.2603.04084","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.04084","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"article"}],"best_oa_location":{"id":"pmh:doi:10.48550/arxiv.2603.04084","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"score":0.5870474576950073,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313559","display_name":"CERN","ror":"https://ror.org/01ggx4157"},{"id":"https://openalex.org/F4320321652","display_name":"Eidgen\u00f6ssische Technische Hochschule Z\u00fcrich","ror":"https://ror.org/05a28rw58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Future":[0],"collider":[1,172],"experiments":[2],"require":[3],"unprecedented":[4],"precision":[5,22],"in":[6,125,137],"measurements":[7],"of":[8,134,170],"Higgs,":[9],"electroweak,":[10],"and":[11,36,68,70,97,143,147],"flavour":[12],"observables,":[13],"placing":[14],"stringent":[15],"demands":[16],"on":[17,23,31,45,104],"event":[18,60],"reconstruction.":[19],"The":[20,78],"achievable":[21],"Higgs":[24],"couplings":[25],"scales":[26],"directly":[27,73],"with":[28,85],"the":[29,113,119,166],"resolution":[30,150],"visible":[32,145],"final":[33],"state":[34],"particles":[35],"their":[37],"invariant":[38,148],"masses.":[39],"Current":[40],"particle":[41,66,75,95],"flow":[42],"algorithms":[43],"rely":[44],"detector":[46,52,115,167],"specific":[47],"clustering,":[48,89],"limiting":[49],"flexibility":[50],"during":[51,165],"design.":[53],"Here":[54],"we":[55],"present":[56],"an":[57],"end-to-end":[58],"global":[59],"reconstruction":[61,127,155],"approach":[62,101],"that":[63],"maps":[64],"charged":[65,141],"tracks":[67],"calorimeter":[69],"muon":[71],"hits":[72],"to":[74,131],"level":[76],"objects.":[77],"method":[79],"combines":[80],"geometric":[81],"algebra":[82],"transformer":[83],"networks":[84,93],"object":[86],"condensation":[87],"based":[88],"followed":[90],"by":[91,123,151],"dedicated":[92],"for":[94,140],"identification":[96],"energy":[98,146],"regression.":[99],"Our":[100],"is":[102],"benchmarked":[103],"fully":[105],"simulated":[106],"electron":[107],"positron":[108],"collisions":[109],"at":[110],"FCC-ee":[111],"using":[112],"CLD":[114],"concept.":[116],"It":[117],"outperforms":[118],"state-of-the-art":[120],"rule-based":[121],"algorithm":[122],"10--20\\%":[124],"relative":[126],"efficiency,":[128],"achieves":[129],"up":[130],"two":[132],"orders":[133],"magnitude":[135],"reduction":[136],"fake-particle":[138],"rates":[139],"hadrons,":[142],"improves":[144],"mass":[149],"22\\%.":[152],"By":[153],"decoupling":[154],"performance":[156],"from":[157],"detector-specific":[158],"tuning,":[159],"this":[160],"framework":[161],"enables":[162],"rapid":[163],"iteration":[164],"design":[168],"phase":[169],"future":[171],"experiments.":[173]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2026-03-06T00:00:00"}