{"id":"https://openalex.org/W2726567683","doi":"https://doi.org/10.1145/3093338.3093340","title":"Accelerating High-energy Physics Exploration with Deep Learning","display_name":"Accelerating High-energy Physics Exploration with Deep Learning","publication_year":2017,"publication_date":"2017-07-05","ids":{"openalex":"https://openalex.org/W2726567683","doi":"https://doi.org/10.1145/3093338.3093340","mag":"2726567683"},"language":"en","primary_location":{"id":"doi:10.1145/3093338.3093340","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3093338.3093340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Practice and Experience in Advanced Research Computing 2017: Sustainability, Success and Impact","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://cds.cern.ch/record/2320258/files/a37-Ojika.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003117723","display_name":"Dave Ojika","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dave Ojika","raw_affiliation_strings":["University of Florida, Gainesville FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047763659","display_name":"D. Acosta","orcid":"https://orcid.org/0000-0001-5367-1738"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Darin Acosta","raw_affiliation_strings":["University of Florida, Gainesville FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102928781","display_name":"Ross Gordon","orcid":"https://orcid.org/0000-0003-1034-8695"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ann Gordon-Ross","raw_affiliation_strings":["University of Florida, Gainesville FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110546170","display_name":"Andrew Carnes","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Carnes","raw_affiliation_strings":["University of Florida, Gainesville FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069383122","display_name":"Sergei Gleyzer","orcid":"https://orcid.org/0000-0002-6222-8102"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sergei Gleyzer","raw_affiliation_strings":["CERN, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CERN, Geneva, Switzerland","institution_ids":["https://openalex.org/I67311998"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2197,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57368591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T13650","display_name":"Computational Physics and Python Applications","score":0.957099974155426,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9519000053405762,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.6325781345367432},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.5393587946891785},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2900862693786621}],"concepts":[{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.6325781345367432},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.5393587946891785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2900862693786621}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3093338.3093340","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3093338.3093340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Practice and Experience in Advanced Research Computing 2017: Sustainability, Success and Impact","raw_type":"proceedings-article"},{"id":"pmh:oai:inspirehep.net:1670548","is_oa":true,"landing_page_url":"http://cds.cern.ch/record/2320258","pdf_url":"http://cds.cern.ch/record/2320258/files/a37-Ojika.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:inspirehep.net:1670548","is_oa":true,"landing_page_url":"http://cds.cern.ch/record/2320258","pdf_url":"http://cds.cern.ch/record/2320258/files/a37-Ojika.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"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/F4320316545","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337480","display_name":"Basic Energy Sciences","ror":"https://ror.org/05mg91w61"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2726567683.pdf","grobid_xml":"https://content.openalex.org/works/W2726567683.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1619827102","https://openalex.org/W1817724761","https://openalex.org/W1971040550","https://openalex.org/W2027263295","https://openalex.org/W2102203250","https://openalex.org/W2107559116","https://openalex.org/W2124029832","https://openalex.org/W2125621954","https://openalex.org/W2194775991","https://openalex.org/W2271840356","https://openalex.org/W2294581108","https://openalex.org/W2406293284","https://openalex.org/W6636358008","https://openalex.org/W6661744845","https://openalex.org/W6694517276"],"related_works":["https://openalex.org/W2363440148","https://openalex.org/W4317642157","https://openalex.org/W1974749013","https://openalex.org/W134931362","https://openalex.org/W1990811139","https://openalex.org/W2352401039","https://openalex.org/W2322382814","https://openalex.org/W4232745934","https://openalex.org/W2126189245","https://openalex.org/W3198614086"],"abstract_inverted_index":{"In":[0,58],"this":[1,59],"work,":[2],"we":[3,61],"present":[4,62],"our":[5,68],"approach":[6,69],"to":[7,38,70],"using":[8],"deep":[9,79],"learning":[10,80,89],"for":[11,82],"identification":[12],"of":[13,24,27,67],"rarely":[14],"produced":[15],"physics":[16],"particles":[17],"(such":[18],"as":[19],"the":[20,76],"Higgs":[21],"Boson)":[22],"out":[23],"a":[25,63],"majority":[26],"uninteresting,":[28],"background":[29],"or":[30],"noise-dominated":[31],"data.":[32],"A":[33],"fast":[34],"and":[35,55],"efficient":[36],"system":[37],"eliminate":[39],"uninteresting":[40],"data":[41,47],"would":[42],"result":[43],"in":[44,74,78],"much":[45],"less":[46],"being":[48],"stored,":[49],"thus":[50],"significantly":[51],"reducing":[52],"processing":[53],"time":[54],"storage":[56],"requirements.":[57],"paper,":[60],"generalized":[64],"preliminary":[65],"version":[66],"motivate":[71],"research":[72],"interest":[73],"advancing":[75],"state-of-the-art":[77],"networks":[81],"other":[83],"applications":[84],"that":[85],"can":[86],"benefit":[87],"from":[88],"systems.":[90]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
