{"id":"https://openalex.org/W4220888990","doi":"https://doi.org/10.1103/physrevd.105.052008","title":"End-to-end jet classification of boosted top quarks with the CMS open data","display_name":"End-to-end jet classification of boosted top quarks with the CMS open data","publication_year":2022,"publication_date":"2022-03-22","ids":{"openalex":"https://openalex.org/W4220888990","doi":"https://doi.org/10.1103/physrevd.105.052008"},"language":"en","primary_location":{"id":"doi:10.1103/physrevd.105.052008","doi":"https://doi.org/10.1103/physrevd.105.052008","is_oa":false,"landing_page_url":"https://doi.org/10.1103/physrevd.105.052008","pdf_url":null,"source":{"id":"https://openalex.org/S4210238307","display_name":"Physical review. D/Physical review. D.","issn_l":"2470-0010","issn":["2470-0010","2470-0029","2470-0037"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320261","host_organization_name":"American Physical Society","host_organization_lineage":["https://openalex.org/P4310320261"],"host_organization_lineage_names":["American Physical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physical Review D","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4220888990"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2104.14659","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066929981","display_name":"Michael Benjamin Andrews","orcid":"https://orcid.org/0000-0001-5537-4518","observed_orcids":["https://orcid.org/0000-0001-5537-4518"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Andrews","raw_affiliation_strings":["Department of Physics, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA"],"raw_orcid":"https://orcid.org/0000-0001-5537-4518","affiliations":[{"raw_affiliation_string":"Department of Physics, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022892887","display_name":"B. Burkle","orcid":"https://orcid.org/0000-0003-1645-822X","observed_orcids":["https://orcid.org/0000-0003-1645-822X"]},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Burkle","raw_affiliation_strings":["Department of Physics, Brown University, Providence, Rhode Island 02912, USA"],"raw_orcid":"https://orcid.org/0000-0003-1645-822X","affiliations":[{"raw_affiliation_string":"Department of Physics, Brown University, Providence, Rhode Island 02912, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100631442","display_name":"Yu Chen","orcid":"https://orcid.org/0000-0002-7473-6745","observed_orcids":["https://orcid.org/0000-0002-7473-6745"]},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Chen","raw_affiliation_strings":["Google Inc., Mountain View, California 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Inc., Mountain View, California 94043, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055064130","display_name":"D. Di Croce","orcid":"https://orcid.org/0000-0002-1122-7919","observed_orcids":["https://orcid.org/0000-0002-1122-7919"]},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. DiCroce","raw_affiliation_strings":["Department of Physics and Astronomy, University of Alabama, Tuscaloosa, Alabama 35487, USA"],"raw_orcid":"https://orcid.org/0000-0002-1122-7919","affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, University of Alabama, Tuscaloosa, Alabama 35487, USA","institution_ids":["https://openalex.org/I17301866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107879938","display_name":"S. V. Gleyzer","orcid":"https://orcid.org/0000-0002-6222-8102","observed_orcids":["https://orcid.org/0000-0002-6222-8102"]},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Gleyzer","raw_affiliation_strings":["Department of Physics and Astronomy, University of Alabama, Tuscaloosa, Alabama 35487, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, University of Alabama, Tuscaloosa, Alabama 35487, USA","institution_ids":["https://openalex.org/I17301866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107834847","display_name":"Ulrich Heintz","orcid":"https://orcid.org/0000-0002-7590-3058","observed_orcids":["https://orcid.org/0000-0002-7590-3058"]},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"U. Heintz","raw_affiliation_strings":["Department of Physics, Brown University, Providence, Rhode Island 02912, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Brown University, Providence, Rhode Island 02912, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107855552","display_name":"M. Narain","orcid":"https://orcid.org/0000-0002-7857-7403","observed_orcids":["https://orcid.org/0000-0002-7857-7403"]},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Narain","raw_affiliation_strings":["Department of Physics, Brown University, Providence, Rhode Island 02912, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Brown University, Providence, Rhode Island 02912, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079500427","display_name":"M. Paulini","orcid":"https://orcid.org/0000-0002-6714-5787","observed_orcids":["https://orcid.org/0000-0002-6714-5787"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Paulini","raw_affiliation_strings":["Department of Physics, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA"],"raw_orcid":"https://orcid.org/0000-0002-6714-5787","affiliations":[{"raw_affiliation_string":"Department of Physics, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089341427","display_name":"N. Pervan","orcid":"https://orcid.org/0000-0002-8153-8464","observed_orcids":["https://orcid.org/0000-0002-8153-8464"]},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"N. Pervan","raw_affiliation_strings":["Department of Physics, Brown University, Providence, Rhode Island 02912, USA"],"raw_orcid":"https://orcid.org/0000-0002-8153-8464","affiliations":[{"raw_affiliation_string":"Department of Physics, Brown University, Providence, Rhode Island 02912, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035779899","display_name":"Yusef Shafi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Shafi","raw_affiliation_strings":["Google Inc., Mountain View, California 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Inc., Mountain View, California 94043, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":null,"display_name":"W. Sun","orcid":"https://orcid.org/0000-0002-7319-004X","observed_orcids":["https://orcid.org/0000-0002-7319-004X"]},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"W. Sun","raw_affiliation_strings":["Google Inc., Mountain View, California 94043, USA"],"raw_orcid":"https://orcid.org/0000-0002-7319-004X","affiliations":[{"raw_affiliation_string":"Google Inc., Mountain View, California 94043, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070404424","display_name":"E. Usai","orcid":"https://orcid.org/0000-0001-9323-2107","observed_orcids":["https://orcid.org/0000-0001-9323-2107"]},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Usai","raw_affiliation_strings":["Department of Physics, Brown University, Providence, Rhode Island 02912, USA"],"raw_orcid":"https://orcid.org/0000-0001-9323-2107","affiliations":[{"raw_affiliation_string":"Department of Physics, Brown University, Providence, Rhode Island 02912, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100634447","display_name":"Kun Yang","orcid":"https://orcid.org/0000-0003-3880-551X","observed_orcids":["https://orcid.org/0000-0003-3880-551X"]},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Yang","raw_affiliation_strings":["Google Inc., Mountain View, California 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Inc., Mountain View, California 94043, USA","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3914,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.77255844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"105","issue":"5","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":0.88919997215271,"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":0.88919997215271,"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":0.06400000303983688,"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":0.0044999998062849045,"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/boosted-top-quarks","display_name":"boosted top quarks","score":0.8820000290870667},{"id":"https://openalex.org/keywords/end-to-end-deep-learning","display_name":"end-to-end deep learning","score":0.9539999961853027},{"id":"https://openalex.org/keywords/cms-open-data","display_name":"CMS Open Data","score":0.7229999899864197},{"id":"https://openalex.org/keywords/impact-parameter","display_name":"impact parameter","score":0.796999990940094},{"id":"https://openalex.org/keywords/calorimeter-energy-deposits","display_name":"calorimeter energy deposits","score":0.5960000157356262}],"concepts":[{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6959038376808167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6777017116546631},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.5739136934280396},{"id":"https://openalex.org/C186022433","wikidata":"https://www.wikidata.org/wiki/Q1456042","display_name":"Hadronization","level":3,"score":0.5258505940437317},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5002832412719727},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4710407555103302},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4627511501312256},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.38666099309921265},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36794692277908325},{"id":"https://openalex.org/C7602139","wikidata":"https://www.wikidata.org/wiki/Q6718","display_name":"Quark","level":2,"score":0.3516906499862671},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3394845426082611},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.14634430408477783}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1103/physrevd.105.052008","doi":"https://doi.org/10.1103/physrevd.105.052008","is_oa":false,"landing_page_url":"https://doi.org/10.1103/physrevd.105.052008","pdf_url":null,"source":{"id":"https://openalex.org/S4210238307","display_name":"Physical review. D/Physical review. D.","issn_l":"2470-0010","issn":["2470-0010","2470-0029","2470-0037"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320261","host_organization_name":"American Physical Society","host_organization_lineage":["https://openalex.org/P4310320261"],"host_organization_lineage_names":["American Physical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physical Review D","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2104.14659","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2104.14659","pdf_url":"https://arxiv.org/pdf/2104.14659","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:osti.gov:1980034","doi":null,"is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1980034","pdf_url":"https://www.osti.gov/servlets/purl/1980034","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,"listed_in":[],"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"doi:10.48550/arxiv.2104.14659","doi":"https://doi.org/10.48550/arxiv.2104.14659","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2104.14659","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":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2104.14659","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2104.14659","pdf_url":"https://arxiv.org/pdf/2104.14659","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G371277749","display_name":"A RESEARCH PROGRAM IN THEORETICAL AND EXPERIMENTAL HIGH ENERGY PHYSICS","funder_award_id":"DESC0010010","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320313559","display_name":"CERN","ror":"https://ror.org/01ggx4157"},{"id":"https://openalex.org/F4320337511","display_name":"High Energy Physics","ror":"https://ror.org/035m6g344"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220888990.pdf","grobid_xml":"https://content.openalex.org/works/W4220888990.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1924304903","https://openalex.org/W1984282814","https://openalex.org/W2100507804","https://openalex.org/W2110999179","https://openalex.org/W2165610102","https://openalex.org/W2194775991","https://openalex.org/W2258584306","https://openalex.org/W2290267357","https://openalex.org/W2586557507","https://openalex.org/W2624881227","https://openalex.org/W2725043862","https://openalex.org/W2759743170","https://openalex.org/W2777349738","https://openalex.org/W2787586057","https://openalex.org/W2787998955","https://openalex.org/W2892192082","https://openalex.org/W2895846750","https://openalex.org/W2899140785","https://openalex.org/W2916245928","https://openalex.org/W2922800887","https://openalex.org/W2953212265","https://openalex.org/W2962888073","https://openalex.org/W3022100264","https://openalex.org/W3037961236","https://openalex.org/W3101501459","https://openalex.org/W4231312580","https://openalex.org/W4301045096","https://openalex.org/W6902576152","https://openalex.org/W6921479440","https://openalex.org/W6921484125","https://openalex.org/W6940045428","https://openalex.org/W6958562897","https://openalex.org/W6958930848","https://openalex.org/W6959174265"],"related_works":["https://openalex.org/W3159450347","https://openalex.org/W7137394760","https://openalex.org/W2922800887","https://openalex.org/W7094602277","https://openalex.org/W6989651043","https://openalex.org/W2962888073","https://openalex.org/W2886938336","https://openalex.org/W2491766731","https://openalex.org/W2607158552","https://openalex.org/W3203135950"],"abstract_inverted_index":{"We":[0],"describe":[1],"a":[2,26,30],"novel":[3],"application":[4],"of":[5,14,25,41,101,137,142],"the":[6,12,23,60,71,85,99,124,131,140,153,162],"end-to-end":[7,33,125],"deep":[8,34,48],"learning":[9,35,49],"technique":[10,36],"to":[11,47,69,158],"task":[13,141],"discriminating":[15],"top":[16,72,145],"quark-initiated":[17],"jets":[18],"from":[19,22,59,84],"those":[20],"originating":[21],"hadronization":[24],"light":[27],"quark":[28,146],"or":[29],"gluon.":[31],"The":[32],"uses":[37],"low-level":[38,56,82],"detector":[39,57,91,122],"representation":[40],"high-energy":[42],"collision":[43],"event":[44],"as":[45,161],"inputs":[46],"algorithms.":[50],"In":[51],"this":[52],"study,":[53],"we":[54,79],"use":[55],"information":[58,83,104],"simulated":[61],"Compact":[62],"Muon":[63],"Solenoid":[64],"(CMS)":[65],"open":[66,169],"data":[67,170],"samples":[68],"construct":[70],"jet":[73],"classifiers.":[74],"To":[75],"optimize":[76],"classifier":[77,126,154],"performance":[78,164],"progressively":[80],"add":[81],"CMS":[86,168],"tracking":[87,103],"detector,":[88],"including":[89],"pixel":[90,121],"reconstructed":[92,120],"hits":[93],"and":[94,97,119],"impact":[95],"parameters,":[96],"demonstrate":[98],"value":[100],"additional":[102],"even":[105],"when":[106],"no":[107],"new":[108],"spatial":[109],"structures":[110],"are":[111],"added.":[112],"Relying":[113],"only":[114],"on":[115],"calorimeter":[116],"energy":[117],"deposits":[118],"hits,":[123],"achieves":[127],"an":[128],"area":[129],"under":[130],"receiver":[132],"operator":[133],"curve":[134],"(AUC)":[135],"score":[136,156],"$0.975\\ifmmode\\pm\\else\\textpm\\fi{}0.002$":[138],"for":[139,166],"classifying":[143],"boosted":[144],"jets.":[147],"After":[148],"adding":[149],"derived":[150],"track":[151],"quantities,":[152],"AUC":[155],"increases":[157],"$0.9824\\ifmmode\\pm\\else\\textpm\\fi{}0.0013$,":[159],"serving":[160],"first":[163],"benchmark":[165],"these":[167],"samples.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-04-03T00:00:00"}