{"id":"https://openalex.org/W3127350863","doi":"https://doi.org/10.3390/info12030121","title":"A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators","display_name":"A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators","publication_year":2021,"publication_date":"2021-03-12","ids":{"openalex":"https://openalex.org/W3127350863","doi":"https://doi.org/10.3390/info12030121","mag":"3127350863"},"language":"en","primary_location":{"id":"doi:10.3390/info12030121","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12030121","pdf_url":"https://www.mdpi.com/2078-2489/12/3/121/pdf?version=1615546037","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/12/3/121/pdf?version=1615546037","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sichen Li","orcid":"https://orcid.org/0000-0003-4881-2166"},"institutions":[{"id":"https://openalex.org/I2802229908","display_name":"Paul Scherrer Institute","ror":"https://ror.org/03eh3y714","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2802229908"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sichen Li","raw_affiliation_strings":["Paul Scherrer Institut, 5232 Villigen, Switzerland"],"affiliations":[{"raw_affiliation_string":"Paul Scherrer Institut, 5232 Villigen, Switzerland","institution_ids":["https://openalex.org/I2802229908"]}]},{"author_position":"middle","author":{"id":null,"display_name":"M\u00e9lissa Zacharias","orcid":null},"institutions":[{"id":"https://openalex.org/I2802229908","display_name":"Paul Scherrer Institute","ror":"https://ror.org/03eh3y714","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2802229908"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"M\u00e9lissa Zacharias","raw_affiliation_strings":["Paul Scherrer Institut, 5232 Villigen, Switzerland"],"affiliations":[{"raw_affiliation_string":"Paul Scherrer Institut, 5232 Villigen, Switzerland","institution_ids":["https://openalex.org/I2802229908"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jochem Snuverink","orcid":"https://orcid.org/0000-0002-1455-3226"},"institutions":[{"id":"https://openalex.org/I2802229908","display_name":"Paul Scherrer Institute","ror":"https://ror.org/03eh3y714","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2802229908"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jochem Snuverink","raw_affiliation_strings":["Paul Scherrer Institut, 5232 Villigen, Switzerland"],"affiliations":[{"raw_affiliation_string":"Paul Scherrer Institut, 5232 Villigen, Switzerland","institution_ids":["https://openalex.org/I2802229908"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jaime Coello de Portugal","orcid":"https://orcid.org/0000-0002-6899-3809"},"institutions":[{"id":"https://openalex.org/I2802229908","display_name":"Paul Scherrer Institute","ror":"https://ror.org/03eh3y714","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2802229908"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jaime Coello de Portugal","raw_affiliation_strings":["Paul Scherrer Institut, 5232 Villigen, Switzerland"],"affiliations":[{"raw_affiliation_string":"Paul Scherrer Institut, 5232 Villigen, Switzerland","institution_ids":["https://openalex.org/I2802229908"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fernando Perez-Cruz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122261","display_name":"Swiss Data Science Center","ror":"https://ror.org/02hdt9m26","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2799323385","https://openalex.org/I35440088","https://openalex.org/I4210122261","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Fernando Perez-Cruz","raw_affiliation_strings":["Swiss Data Science Center, ETH Z\u00fcrich and EPFL, Universit\u00e4tstrasse 25, 8092 Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Swiss Data Science Center, ETH Z\u00fcrich and EPFL, Universit\u00e4tstrasse 25, 8092 Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I4210122261","https://openalex.org/I35440088","https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Davide Reggiani","orcid":null},"institutions":[{"id":"https://openalex.org/I2802229908","display_name":"Paul Scherrer Institute","ror":"https://ror.org/03eh3y714","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2802229908"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Davide Reggiani","raw_affiliation_strings":["Paul Scherrer Institut, 5232 Villigen, Switzerland"],"affiliations":[{"raw_affiliation_string":"Paul Scherrer Institut, 5232 Villigen, Switzerland","institution_ids":["https://openalex.org/I2802229908"]}]},{"author_position":"last","author":{"id":null,"display_name":"Andreas Adelmann","orcid":"https://orcid.org/0000-0002-7230-7007"},"institutions":[{"id":"https://openalex.org/I2802229908","display_name":"Paul Scherrer Institute","ror":"https://ror.org/03eh3y714","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I2802229908"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Andreas Adelmann","raw_affiliation_strings":["Paul Scherrer Institut, 5232 Villigen, Switzerland"],"affiliations":[{"raw_affiliation_string":"Paul Scherrer Institut, 5232 Villigen, Switzerland","institution_ids":["https://openalex.org/I2802229908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2802229908"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":14.493,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.98142457,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"12","issue":"3","first_page":"121","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11367","display_name":"Particle accelerators and beam dynamics","score":0.14010000228881836,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11367","display_name":"Particle accelerators and beam dynamics","score":0.14010000228881836,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.05299999937415123,"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/T10346","display_name":"Magnetic confinement fusion research","score":0.0478999987244606,"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/series","display_name":"Series (stratigraphy)","score":0.5746999979019165},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5425000190734863},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5006999969482422},{"id":"https://openalex.org/keywords/beam","display_name":"Beam (structure)","score":0.47380000352859497},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.439300000667572},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3971000015735626},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.3837999999523163},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.3571000099182129},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.3562999963760376}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5746999979019165},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5425000190734863},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5006999969482422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47870001196861267},{"id":"https://openalex.org/C168834538","wikidata":"https://www.wikidata.org/wiki/Q3705329","display_name":"Beam (structure)","level":2,"score":0.47380000352859497},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.439300000667572},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3971000015735626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3939000070095062},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.3837999999523163},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.3571000099182129},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35659998655319214},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.3562999963760376},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.3546999990940094},{"id":"https://openalex.org/C166623804","wikidata":"https://www.wikidata.org/wiki/Q5165860","display_name":"Control limits","level":4,"score":0.35199999809265137},{"id":"https://openalex.org/C99535591","wikidata":"https://www.wikidata.org/wiki/Q1817095","display_name":"Interlock","level":2,"score":0.32120001316070557},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.31869998574256897},{"id":"https://openalex.org/C189166818","wikidata":"https://www.wikidata.org/wiki/Q130825","display_name":"Particle accelerator","level":3,"score":0.31529998779296875},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30559998750686646},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.2906999886035919},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.2881999909877777},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C31190367","wikidata":"https://www.wikidata.org/wiki/Q3739927","display_name":"Particle beam","level":3,"score":0.28040000796318054},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2775000035762787},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.2680000066757202},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2606000006198883}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/info12030121","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12030121","pdf_url":"https://www.mdpi.com/2078-2489/12/3/121/pdf?version=1615546037","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2102.00786","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2102.00786","pdf_url":"https://arxiv.org/pdf/2102.00786","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:457e13c0b2a7457d9d59c9c4a105302e","is_oa":true,"landing_page_url":"https://doaj.org/article/457e13c0b2a7457d9d59c9c4a105302e","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 12, Iss 3, p 121 (2021)","raw_type":"article"},{"id":"pmh:oai:dora:psi_36681","is_oa":false,"landing_page_url":"https://www.dora.lib4ri.ch/psi/islandora/object/psi%3A36681","pdf_url":null,"source":{"id":"https://openalex.org/S4306402574","display_name":"DORA PSI (Paul Scherrer Institute)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802229908","host_organization_name":"Paul Scherrer Institute","host_organization_lineage":["https://openalex.org/I2802229908"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:infoscience.epfl.ch:285215","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/285215","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"research article"},{"id":"pmh:oai:mdpi.com:/2078-2489/12/3/121/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info12030121","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Information; Volume 12; Issue 3; Pages: 121","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info12030121","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info12030121","pdf_url":"https://www.mdpi.com/2078-2489/12/3/121/pdf?version=1615546037","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3127350863.pdf","grobid_xml":"https://content.openalex.org/works/W3127350863.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1930624869","https://openalex.org/W2081681829","https://openalex.org/W2099593264","https://openalex.org/W2144162016","https://openalex.org/W2158698691","https://openalex.org/W2222570178","https://openalex.org/W2339485419","https://openalex.org/W2531409750","https://openalex.org/W2799610607","https://openalex.org/W2883001378","https://openalex.org/W2937760444","https://openalex.org/W2989349552","https://openalex.org/W2994992425","https://openalex.org/W2995642287","https://openalex.org/W3036356378","https://openalex.org/W3036708944","https://openalex.org/W3084879937","https://openalex.org/W3092001362","https://openalex.org/W3106210051","https://openalex.org/W3122121190","https://openalex.org/W3141155221","https://openalex.org/W4254214865","https://openalex.org/W6675354045","https://openalex.org/W6784286019","https://openalex.org/W6790585901","https://openalex.org/W6794344554"],"related_works":[],"abstract_inverted_index":{"The":[0,47,60],"beam":[1,22,34,125],"interruptions":[2],"(interlocks)":[3],"of":[4,21,54,56,84,93,109,114],"particle":[5],"accelerators,":[6],"despite":[7],"being":[8],"necessary":[9],"safety":[10],"measures,":[11],"lead":[12],"to":[13,32,112],"abrupt":[14],"operational":[15],"changes":[16],"and":[17,119],"a":[18,73,115],"substantial":[19],"loss":[20,36,127],"time.":[23],"A":[24],"novel":[25],"time":[26,35,58,61,86,126],"series":[27,62,87],"classification":[28,53,95],"approach":[29],"is":[30,49],"applied":[31],"decrease":[33],"in":[37],"the":[38,81,85,91,105,124],"High-Intensity":[39],"Proton":[40],"Accelerator":[41],"complex":[42],"by":[43,72,128],"forecasting":[44,48],"interlock":[45],"events.":[46],"performed":[50],"through":[51],"binary":[52],"windows":[55],"multivariate":[57],"series.":[59],"are":[63,69],"transformed":[64],"into":[65],"Recurrence":[66],"Plots":[67],"which":[68,77],"then":[70],"classified":[71],"Convolutional":[74],"Neural":[75],"Network,":[76],"not":[78],"only":[79],"captures":[80],"inner":[82],"structure":[83],"but":[88],"also":[89],"uses":[90],"advances":[92],"image":[94],"techniques.":[96],"Our":[97],"best-performing":[98],"interlock-to-stable":[99],"classifier":[100],"reaches":[101],"an":[102],"Area":[103],"under":[104],"ROC":[106],"Curve":[107],"value":[108],"0.71\u00b10.01":[110],"compared":[111],"0.65\u00b10.01":[113],"Random":[116],"Forest":[117],"model,":[118],"it":[120],"can":[121],"potentially":[122],"reduce":[123],"0.5\u00b10.2":[129],"s":[130],"per":[131],"interlock.":[132]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2021-02-15T00:00:00"}
