{"id":"https://openalex.org/W4312121043","doi":"https://doi.org/10.1145/3508352.3561114","title":"Quantum Machine Learning Applications in High-Energy Physics","display_name":"Quantum Machine Learning Applications in High-Energy Physics","publication_year":2022,"publication_date":"2022-10-30","ids":{"openalex":"https://openalex.org/W4312121043","doi":"https://doi.org/10.1145/3508352.3561114"},"language":"en","primary_location":{"id":"doi:10.1145/3508352.3561114","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3508352.3561114","pdf_url":null,"source":{"id":"https://openalex.org/S4363608844","display_name":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1909125","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081036146","display_name":"Andrea Delgado","orcid":"https://orcid.org/0000-0003-3453-7204"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Andrea Delgado","raw_affiliation_strings":["Oak Ridge National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027587692","display_name":"Kathleen E. Hamilton","orcid":"https://orcid.org/0000-0001-6382-5665"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathleen E. Hamilton","raw_affiliation_strings":["Oak Ridge National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5081036146"],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":null,"apc_paid":null,"fwci":0.3117,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52300191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10020","display_name":"Quantum Information and Cryptography","score":0.986299991607666,"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/computer-science","display_name":"Computer science","score":0.6438326835632324},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.5768387913703918},{"id":"https://openalex.org/keywords/tevatron","display_name":"Tevatron","score":0.47169259190559387},{"id":"https://openalex.org/keywords/higgs-boson","display_name":"Higgs boson","score":0.4622814953327179},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45176392793655396},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.4466262459754944},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4409340023994446},{"id":"https://openalex.org/keywords/quantum-machine-learning","display_name":"Quantum machine learning","score":0.43833857774734497},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3803679943084717},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3588498830795288},{"id":"https://openalex.org/keywords/particle-physics","display_name":"Particle physics","score":0.3419848084449768},{"id":"https://openalex.org/keywords/large-hadron-collider","display_name":"Large Hadron Collider","score":0.336317241191864},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.324772447347641},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2843826413154602},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.10401690006256104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6438326835632324},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.5768387913703918},{"id":"https://openalex.org/C2780715337","wikidata":"https://www.wikidata.org/wiki/Q944533","display_name":"Tevatron","level":3,"score":0.47169259190559387},{"id":"https://openalex.org/C158129726","wikidata":"https://www.wikidata.org/wiki/Q402","display_name":"Higgs boson","level":2,"score":0.4622814953327179},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45176392793655396},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4466262459754944},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4409340023994446},{"id":"https://openalex.org/C2779094486","wikidata":"https://www.wikidata.org/wiki/Q18811578","display_name":"Quantum machine learning","level":4,"score":0.43833857774734497},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3803679943084717},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3588498830795288},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.3419848084449768},{"id":"https://openalex.org/C87668248","wikidata":"https://www.wikidata.org/wiki/Q40605","display_name":"Large Hadron Collider","level":2,"score":0.336317241191864},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.324772447347641},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2843826413154602},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.10401690006256104},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3508352.3561114","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3508352.3561114","pdf_url":null,"source":{"id":"https://openalex.org/S4363608844","display_name":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1909125","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1909125","pdf_url":"https://www.osti.gov/servlets/purl/1909125","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1909125","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1909125","pdf_url":"https://www.osti.gov/servlets/purl/1909125","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6899999976158142,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1489425746","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G1645119126","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1647000296","display_name":null,"funder_award_id":"FWP ERKJ354","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G2706890024","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320337511","funder_display_name":"High Energy Physics"},{"id":"https://openalex.org/G4260948408","display_name":null,"funder_award_id":"ERKJ332","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G4370606643","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G4423657506","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G5118246930","display_name":null,"funder_award_id":"ERKAP61","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G519896511","display_name":null,"funder_award_id":"ERKJ354","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G5685096687","display_name":null,"funder_award_id":"FWP ERKAP61","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G5726405315","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G6129992089","display_name":null,"funder_award_id":"DE-AC05-","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G6694940734","display_name":null,"funder_award_id":"ERKJ332","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G6746666557","display_name":null,"funder_award_id":"ERKJ332","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G675320460","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G6864165199","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G7995982022","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8269158468","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G8341997504","display_name":null,"funder_award_id":"FWP ERKJ332","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G8813984943","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G8906985441","display_name":null,"funder_award_id":"00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8943143067","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320316892","display_name":"UT-Battelle","ror":"https://ror.org/04nza6677"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"},{"id":"https://openalex.org/F4320337511","display_name":"High Energy Physics","ror":"https://ror.org/035m6g344"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312121043.pdf","grobid_xml":"https://content.openalex.org/works/W4312121043.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1498007728","https://openalex.org/W2794444783","https://openalex.org/W2798945316","https://openalex.org/W3041443570","https://openalex.org/W3104396616","https://openalex.org/W3108198183","https://openalex.org/W3118800713","https://openalex.org/W3136233239","https://openalex.org/W3148001159","https://openalex.org/W3170220111","https://openalex.org/W4226372742","https://openalex.org/W4289447052","https://openalex.org/W4289526635","https://openalex.org/W4289606390","https://openalex.org/W4296304761","https://openalex.org/W4297826085","https://openalex.org/W4308713406"],"related_works":["https://openalex.org/W3141673218","https://openalex.org/W1681129545","https://openalex.org/W2944417983","https://openalex.org/W4362682022","https://openalex.org/W4388703658","https://openalex.org/W3132418032","https://openalex.org/W4385662062","https://openalex.org/W4312852566","https://openalex.org/W4312109322","https://openalex.org/W4309465149"],"abstract_inverted_index":{"Some":[0],"of":[1,6,10,17,68,82,103,128,138,171,187],"the":[2,7,15,18,26,36,41,46,53,80,88,101,121,126,135,147,185],"most":[3,54],"significant":[4],"achievements":[5],"modern":[8],"era":[9],"particle":[11],"physics,":[12],"such":[13],"as":[14],"discovery":[16],"Higgs":[19],"boson,":[20],"have":[21,115],"been":[22,116],"made":[23],"possible":[24],"by":[25],"tremendous":[27],"effort":[28],"in":[29,97,161,179],"building":[30],"and":[31,60,74,100,105,181],"operating":[32],"large-scale":[33],"experiments":[34,63],"like":[35],"Large":[37],"Hadron":[38],"Collider":[39],"or":[40],"Tevatron.":[42],"In":[43,164],"these":[44],"facilities,":[45],"ultimate":[47],"theory":[48],"to":[49,118,133,145,175,183],"describe":[50],"matter":[51],"at":[52],"fundamental":[55],"level":[56],"is":[57,142],"constantly":[58],"probed":[59],"verified.":[61],"These":[62],"often":[64],"produce":[65],"large":[66,108],"amounts":[67],"data":[69,176],"that":[70,77],"require":[71],"storing,":[72],"processing,":[73],"analysis":[75,177],"techniques":[76],"continually":[78],"push":[79],"limits":[81],"traditional":[83],"information":[84,98,130],"processing":[85,99],"schemes.":[86],"Thus,":[87],"High-Energy":[89],"Physics":[90],"(HEP)":[91],"field":[92],"has":[93],"benefited":[94],"from":[95,125],"advancements":[96],"development":[102],"algorithms":[104,155,188],"tools":[106],"for":[107,190],"datasets.":[109],"More":[110],"recently,":[111],"quantum":[112,129,139,148,172],"computing":[113],"applications":[114,170],"investigated":[117],"understand":[119,146],"how":[120,182],"community":[122],"can":[123,158],"benefit":[124],"advantages":[127],"science.":[131],"Nonetheless,":[132],"unleash":[134],"full":[136],"potential":[137,169],"computing,":[140],"there":[141],"a":[143],"need":[144],"behavior":[149],"and,":[150],"thus,":[151],"scale":[152],"up":[153],"current":[154],"beyond":[156],"what":[157],"be":[159],"simulated":[160],"classical":[162],"processors.":[163],"this":[165],"work,":[166],"we":[167],"explore":[168],"machine":[173],"learning":[174],"tasks":[178],"HEP":[180],"overcome":[184],"limitations":[186],"targeted":[189],"Noisy":[191],"Intermediate-Scale":[192],"Quantum":[193],"(NISQ)":[194],"devices.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-14T08:36:36.166977","created_date":"2025-10-10T00:00:00"}
