{"id":"https://openalex.org/W4394722988","doi":"https://doi.org/10.3389/fdata.2024.1366469","title":"Graph learning for particle accelerator operations","display_name":"Graph learning for particle accelerator operations","publication_year":2024,"publication_date":"2024-04-11","ids":{"openalex":"https://openalex.org/W4394722988","doi":"https://doi.org/10.3389/fdata.2024.1366469","pmid":"https://pubmed.ncbi.nlm.nih.gov/38665785"},"language":"en","primary_location":{"id":"doi:10.3389/fdata.2024.1366469","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/fdata.2024.1366469","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/big-data/articles/10.3389/fdata.2024.1366469/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/big-data/articles/10.3389/fdata.2024.1366469/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100326206","display_name":"Song Wang","orcid":"https://orcid.org/0000-0002-5198-8173"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Song Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, United States"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, United States","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053531437","display_name":"Chris Tennant","orcid":null},"institutions":[{"id":"https://openalex.org/I29801172","display_name":"Thomas Jefferson National Accelerator Facility","ror":"https://ror.org/02vwzrd76","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I29801172","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris Tennant","raw_affiliation_strings":["Thomas Jefferson National Accelerator Facility, Newport News, VA, United States"],"affiliations":[{"raw_affiliation_string":"Thomas Jefferson National Accelerator Facility, Newport News, VA, United States","institution_ids":["https://openalex.org/I29801172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081415625","display_name":"Daniel Moser","orcid":"https://orcid.org/0000-0002-1914-5117"},"institutions":[{"id":"https://openalex.org/I29801172","display_name":"Thomas Jefferson National Accelerator Facility","ror":"https://ror.org/02vwzrd76","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I29801172","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Moser","raw_affiliation_strings":["Thomas Jefferson National Accelerator Facility, Newport News, VA, United States"],"affiliations":[{"raw_affiliation_string":"Thomas Jefferson National Accelerator Facility, Newport News, VA, United States","institution_ids":["https://openalex.org/I29801172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022095771","display_name":"Theo Larrieu","orcid":null},"institutions":[{"id":"https://openalex.org/I29801172","display_name":"Thomas Jefferson National Accelerator Facility","ror":"https://ror.org/02vwzrd76","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I29801172","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theo Larrieu","raw_affiliation_strings":["Thomas Jefferson National Accelerator Facility, Newport News, VA, United States"],"affiliations":[{"raw_affiliation_string":"Thomas Jefferson National Accelerator Facility, Newport News, VA, United States","institution_ids":["https://openalex.org/I29801172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029588473","display_name":"Jundong Li","orcid":"https://orcid.org/0000-0002-1878-817X"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jundong Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, United States"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, United States","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029588473"],"corresponding_institution_ids":["https://openalex.org/I51556381"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":1.02,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.83859617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"7","issue":null,"first_page":"1366469","last_page":"1366469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9782999753952026,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9782999753952026,"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"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9592000246047974,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9194999933242798,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.676037609577179},{"id":"https://openalex.org/keywords/beamline","display_name":"Beamline","score":0.6650515794754028},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6645275354385376},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4950105547904968},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.41490301489830017},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4134794771671295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4094495475292206},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3553942143917084},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14216512441635132},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.08573776483535767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.676037609577179},{"id":"https://openalex.org/C136959337","wikidata":"https://www.wikidata.org/wiki/Q3300772","display_name":"Beamline","level":3,"score":0.6650515794754028},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6645275354385376},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4950105547904968},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.41490301489830017},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4134794771671295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4094495475292206},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3553942143917084},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14216512441635132},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08573776483535767},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C168834538","wikidata":"https://www.wikidata.org/wiki/Q3705329","display_name":"Beam (structure)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/fdata.2024.1366469","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/fdata.2024.1366469","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/big-data/articles/10.3389/fdata.2024.1366469/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},{"id":"pmid:38665785","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38665785","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in big data","raw_type":null},{"id":"pmh:oai:osti.gov:2336694","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/2336694","pdf_url":"https://www.osti.gov/servlets/purl/2336694","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},{"id":"pmh:oai:pubmedcentral.nih.gov:11043464","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11043464","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11043464/pdf/fdata-07-1366469.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Front Big Data","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:9e409946d39e4d0091350b42c3730a5e","is_oa":true,"landing_page_url":"https://doaj.org/article/9e409946d39e4d0091350b42c3730a5e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Big Data, Vol 7 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fdata.2024.1366469","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/fdata.2024.1366469","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/big-data/articles/10.3389/fdata.2024.1366469/pdf","source":{"id":"https://openalex.org/S4210201220","display_name":"Frontiers in Big Data","issn_l":"2624-909X","issn":["2624-909X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1910287560","display_name":null,"funder_award_id":"AC05-06OR23177","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2987872418","display_name":null,"funder_award_id":"DE-AC05-06OR2317","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5600677258","display_name":null,"funder_award_id":"U.S. DOE","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6384931224","display_name":null,"funder_award_id":"DE-AC05-06OR23177","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"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/G8414908677","display_name":null,"funder_award_id":"DE-AC0","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/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394722988.pdf","grobid_xml":"https://content.openalex.org/works/W4394722988.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W17418856","https://openalex.org/W1522301498","https://openalex.org/W2030818161","https://openalex.org/W2062797058","https://openalex.org/W2101234009","https://openalex.org/W2187089797","https://openalex.org/W2329169073","https://openalex.org/W2559873976","https://openalex.org/W2889326414","https://openalex.org/W2899771611","https://openalex.org/W2916106175","https://openalex.org/W2951659295","https://openalex.org/W2962711740","https://openalex.org/W2964015378","https://openalex.org/W2964051675","https://openalex.org/W2970398671","https://openalex.org/W3012871709","https://openalex.org/W3034693603","https://openalex.org/W3036446966","https://openalex.org/W3095602948","https://openalex.org/W3095746859","https://openalex.org/W3100777112","https://openalex.org/W3105254757","https://openalex.org/W3138089704","https://openalex.org/W3186973095","https://openalex.org/W3190214286","https://openalex.org/W3212515727","https://openalex.org/W4221150126","https://openalex.org/W4287121295","https://openalex.org/W4287812705","https://openalex.org/W4288419263","https://openalex.org/W4293261826","https://openalex.org/W4297733535","https://openalex.org/W4297808394","https://openalex.org/W6600691717","https://openalex.org/W6631190155","https://openalex.org/W6666266169","https://openalex.org/W6675354045","https://openalex.org/W6726873649","https://openalex.org/W6748141922","https://openalex.org/W6753331806","https://openalex.org/W6754929296","https://openalex.org/W6755573351","https://openalex.org/W6756040250","https://openalex.org/W6760001035","https://openalex.org/W6760045743","https://openalex.org/W6774931820","https://openalex.org/W6776700526","https://openalex.org/W6779518175","https://openalex.org/W6784694379","https://openalex.org/W6784711476","https://openalex.org/W6789353387","https://openalex.org/W6789722080","https://openalex.org/W6795147336","https://openalex.org/W6803972293","https://openalex.org/W6910499371"],"related_works":["https://openalex.org/W2151870896","https://openalex.org/W1980077165","https://openalex.org/W4387799120","https://openalex.org/W1995412658","https://openalex.org/W2580376622","https://openalex.org/W2085023201","https://openalex.org/W2981642487","https://openalex.org/W1969505053","https://openalex.org/W2795830099","https://openalex.org/W2042446550"],"abstract_inverted_index":{"Particle":[0],"accelerators":[1],"play":[2],"a":[3,28,55,75,82,127],"crucial":[4],"role":[5],"in":[6,92,116,130],"scientific":[7],"research,":[8],"enabling":[9],"the":[10,44,105],"study":[11,26],"of":[12,104],"fundamental":[13],"physics":[14],"and":[15,112,140],"materials":[16],"science,":[17],"as":[18,20,38],"well":[19],"having":[21],"important":[22],"medical":[23],"applications.":[24],"This":[25,124],"proposes":[27],"novel":[29],"graph":[30],"learning":[31],"approach":[32],"to":[33,60,122],"classify":[34],"operational":[35],"beamline":[36,47],"configurations":[37],"good":[39,111],"or":[40],"bad.":[41],"By":[42],"considering":[43],"relationships":[45],"among":[46],"elements,":[48],"we":[49,80,100],"transform":[50],"data":[51,65,134],"from":[52,62,85,135],"components":[53],"into":[54],"heterogeneous":[56],"graph.":[57],"We":[58],"propose":[59],"learn":[61],"historical,":[63],"unlabeled":[64],"via":[66],"our":[67,96],"self-supervised":[68],"training":[69],"strategy":[70],"along":[71],"with":[72],"fine-tuning":[73],"on":[74],"smaller,":[76],"labeled":[77],"dataset.":[78],"Additionally,":[79],"extract":[81],"low-dimensional":[83,106],"representation":[84],"each":[86],"configuration":[87],"that":[88],"can":[89,118,137],"be":[90,138],"visualized":[91],"two":[93],"dimensions.":[94],"Leveraging":[95],"ability":[97],"for":[98,142],"classification,":[99],"map":[101],"out":[102],"regions":[103],"latent":[107],"space":[108],"characterized":[109],"by":[110],"bad":[113],"configurations,":[114],"which":[115],"turn":[117],"provide":[119],"valuable":[120],"feedback":[121],"operators.":[123],"research":[125],"demonstrates":[126],"paradigm":[128],"shift":[129],"how":[131],"complex,":[132],"many-dimensional":[133],"beamlines":[136],"analyzed":[139],"leveraged":[141],"accelerator":[143],"operations.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
