{"id":"https://openalex.org/W4402993466","doi":"https://doi.org/10.3233/faia240417","title":"Machine Learning for Particle Identification in LHCb","display_name":"Machine Learning for Particle Identification in LHCb","publication_year":2024,"publication_date":"2024-09-25","ids":{"openalex":"https://openalex.org/W4402993466","doi":"https://doi.org/10.3233/faia240417"},"language":"en","primary_location":{"id":"doi:10.3233/faia240417","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia240417","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://dx.doi.org/10.3233/faia240417","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059471577","display_name":"S. Bernet Andres","orcid":"https://orcid.org/0000-0002-4515-7541"},"institutions":[{"id":"https://openalex.org/I5593406","display_name":"Universitat Ramon Llull","ror":"https://ror.org/04p9k2z50","country_code":"ES","type":"education","lineage":["https://openalex.org/I5593406"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Sergi Bernet Andr\u00e9s","raw_affiliation_strings":["La Salle - Universitat Ramon Llull"],"raw_orcid":"https://orcid.org/0000-0002-4515-7541","affiliations":[{"raw_affiliation_string":"La Salle - Universitat Ramon Llull","institution_ids":["https://openalex.org/I5593406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048399452","display_name":"M. Calvo Gomez","orcid":"https://orcid.org/0000-0001-5588-1448"},"institutions":[{"id":"https://openalex.org/I5593406","display_name":"Universitat Ramon Llull","ror":"https://ror.org/04p9k2z50","country_code":"ES","type":"education","lineage":["https://openalex.org/I5593406"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M\u00edriam Calvo G\u00f3mez","raw_affiliation_strings":["La Salle - Universitat Ramon Llull"],"raw_orcid":"https://orcid.org/0000-0001-5588-1448","affiliations":[{"raw_affiliation_string":"La Salle - Universitat Ramon Llull","institution_ids":["https://openalex.org/I5593406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042410482","display_name":"\u00c1. Garc\u00eda-Piquer","orcid":"https://orcid.org/0000-0002-6872-4262"},"institutions":[{"id":"https://openalex.org/I5593406","display_name":"Universitat Ramon Llull","ror":"https://ror.org/04p9k2z50","country_code":"ES","type":"education","lineage":["https://openalex.org/I5593406"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro Garc\u00eda Piquer","raw_affiliation_strings":["La Salle - Universitat Ramon Llull"],"raw_orcid":"https://orcid.org/0000-0002-6872-4262","affiliations":[{"raw_affiliation_string":"La Salle - Universitat Ramon Llull","institution_ids":["https://openalex.org/I5593406"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107871507","display_name":"X. Vilasis-Cardona","orcid":"https://orcid.org/0000-0002-1915-9543"},"institutions":[{"id":"https://openalex.org/I5593406","display_name":"Universitat Ramon Llull","ror":"https://ror.org/04p9k2z50","country_code":"ES","type":"education","lineage":["https://openalex.org/I5593406"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Xavier Vilas\u00eds Cardona","raw_affiliation_strings":["La Salle - Universitat Ramon Llull"],"raw_orcid":"https://orcid.org/0000-0002-1915-9543","affiliations":[{"raw_affiliation_string":"La Salle - Universitat Ramon Llull","institution_ids":["https://openalex.org/I5593406"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059471577"],"corresponding_institution_ids":["https://openalex.org/I5593406"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11427418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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":0.9986000061035156,"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":0.9986000061035156,"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":0.994700014591217,"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":0.9896000027656555,"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/identification","display_name":"Identification (biology)","score":0.706646740436554},{"id":"https://openalex.org/keywords/particle-identification","display_name":"Particle identification","score":0.6211246848106384},{"id":"https://openalex.org/keywords/particle","display_name":"Particle (ecology)","score":0.4958225190639496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45988520979881287},{"id":"https://openalex.org/keywords/particle-physics","display_name":"Particle physics","score":0.35982710123062134},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3534068465232849},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33493244647979736},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11426964402198792},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.04554659128189087},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.03741464018821716}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.706646740436554},{"id":"https://openalex.org/C2779510917","wikidata":"https://www.wikidata.org/wiki/Q7140498","display_name":"Particle identification","level":3,"score":0.6211246848106384},{"id":"https://openalex.org/C2778517922","wikidata":"https://www.wikidata.org/wiki/Q7140482","display_name":"Particle (ecology)","level":2,"score":0.4958225190639496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45988520979881287},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.35982710123062134},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3534068465232849},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33493244647979736},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11426964402198792},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.04554659128189087},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.03741464018821716},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/faia240417","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia240417","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:dau.url.edu:20.500.14342/6073","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.14342/6073","pdf_url":null,"source":{"id":"https://openalex.org/S7407055114","display_name":"DAU - Digital Archive of URL","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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3233/faia240417","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia240417","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2042149319","https://openalex.org/W2528684516","https://openalex.org/W2131232817","https://openalex.org/W257523802","https://openalex.org/W4311519177","https://openalex.org/W4386544664","https://openalex.org/W2588324539","https://openalex.org/W2940325752","https://openalex.org/W2326694656"],"abstract_inverted_index":{"LHCb":[0,21,125,155],"is":[1,43,67],"one":[2,122],"of":[3,17,84,91,109,123,144],"the":[4,64,92,124,132,142,148,158],"four":[5],"largest":[6],"high-energy":[7],"physics":[8],"experiments":[9],"at":[10,31,45,47,95],"CERN":[11],"focused":[12,156],"in":[13,69,76,157],"high":[14],"precision":[15],"measurements":[16],"particle":[18,120,160],"physics.":[19],"The":[20],"detector":[22],"has":[23],"undergone":[24],"a":[25,48,70,79,128],"recent":[26],"upgrade":[27,87],"[1]":[28],"implying":[29],"changes":[30],"subdetectors,":[32],"data":[33,37],"taking":[34],"conditions":[35],"and":[36,82,103,147,162],"processing":[38,106],"model.":[39],"Information":[40],"from":[41,134],"subdetectors":[42],"processed":[44,68],"30MHz":[46],"first":[49],"trigger":[50,72,96],"phase":[51,73],"builded":[52],"entirely":[53],"with":[54,166],"GPUs":[55],"to":[56,61,100,154],"reduce":[57],"this":[58,138,145],"rate":[59],"down":[60],"1MHz.":[62],"Afterwards,":[63],"same":[65],"information":[66,133],"second":[71],"that":[74,150],"runs":[75],"CPUs,":[77],"performing":[78],"complete":[80],"reconstruction":[81],"identification":[83,161],"particles.":[85],"This":[86],"implies":[88],"an":[89],"evolution":[90],"algorithms":[93],"used":[94],"level.":[97],"In":[98,137],"order":[99],"keep":[101],"performance":[102],"speed":[104],"up":[105],"time,":[107],"some":[108],"them":[110],"have":[111],"been":[112],"replaced":[113],"by":[114],"machine":[115,151],"learning":[116,152],"algorithms.":[117],"To":[118],"perform":[119],"identification,":[121],"approaches":[126],"uses":[127],"neural":[129],"network":[130],"using":[131],"all":[135],"subdetectors.":[136],"paper":[139],"we":[140],"explain":[141],"advantages":[143],"method":[146],"capabilities":[149],"brings":[153],"global":[159],"throughput":[163],"improvement":[164],"achieved":[165],"it.":[167]},"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}