{"id":"https://openalex.org/W4206903864","doi":"https://doi.org/10.26599/bdma.2021.9020027","title":"Deep learning in nuclear industry: A survey","display_name":"Deep learning in nuclear industry: A survey","publication_year":2022,"publication_date":"2022-01-24","ids":{"openalex":"https://openalex.org/W4206903864","doi":"https://doi.org/10.26599/bdma.2021.9020027"},"language":"en","primary_location":{"id":"doi:10.26599/bdma.2021.9020027","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2021.9020027","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.26599/bdma.2021.9020027","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024548751","display_name":"Chenwei Tang","orcid":"https://orcid.org/0000-0002-1749-986X"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chenwei Tang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026439520","display_name":"Caiyang Yu","orcid":"https://orcid.org/0000-0001-8246-1561"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caiyang Yu","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101493659","display_name":"Yi Gao","orcid":"https://orcid.org/0000-0002-4347-0294"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Gao","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101431703","display_name":"Chen Jian-ming","orcid":"https://orcid.org/0000-0002-9191-0696"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Chen","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091895472","display_name":"Jiaming Yang","orcid":"https://orcid.org/0000-0003-2209-9382"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaming Yang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079863035","display_name":"Jiuling Lang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiuling Lang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320811","display_name":"Chuan Liu","orcid":"https://orcid.org/0000-0001-7534-3188"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Liu","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102203979","display_name":"Ling Zhong","orcid":"https://orcid.org/0009-0009-2392-8120"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Zhong","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079411812","display_name":"Zhenan He","orcid":"https://orcid.org/0000-0001-6519-7332"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenan He","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073535763","display_name":"Jiancheng Lv","orcid":"https://orcid.org/0000-0001-6551-3884"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiancheng Lv","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5024548751"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":10.7784,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.98177618,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"5","issue":"2","first_page":"140","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10597","display_name":"Nuclear reactor physics and engineering","score":0.8787000179290771,"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/T10597","display_name":"Nuclear reactor physics and engineering","score":0.8787000179290771,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.8270000219345093,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13465","display_name":"Graphite, nuclear technology, radiation studies","score":0.7996000051498413,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nuclear-industry","display_name":"Nuclear industry","score":0.44620317220687866},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.36040133237838745},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2939809560775757},{"id":"https://openalex.org/keywords/nuclear-engineering","display_name":"Nuclear engineering","score":0.11880618333816528}],"concepts":[{"id":"https://openalex.org/C2988428720","wikidata":"https://www.wikidata.org/wiki/Q12739","display_name":"Nuclear industry","level":2,"score":0.44620317220687866},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.36040133237838745},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2939809560775757},{"id":"https://openalex.org/C116915560","wikidata":"https://www.wikidata.org/wiki/Q83504","display_name":"Nuclear engineering","level":1,"score":0.11880618333816528}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.26599/bdma.2021.9020027","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2021.9020027","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:93e933753aeb445fa28e33c5a2e709dd","is_oa":true,"landing_page_url":"https://doaj.org/article/93e933753aeb445fa28e33c5a2e709dd","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":"Big Data Mining and Analytics, Vol 5, Iss 2, Pp 140-160 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.26599/bdma.2021.9020027","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2021.9020027","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2765153054","https://openalex.org/W2596173151","https://openalex.org/W3213789065","https://openalex.org/W3080576469","https://openalex.org/W4231340554","https://openalex.org/W1491839574","https://openalex.org/W2147132808","https://openalex.org/W2931838652","https://openalex.org/W3168296622"],"abstract_inverted_index":{"As":[0],"a":[1],"high-tech":[2],"strategic":[3],"emerging":[4],"comprehensive":[5],"industry,":[6,117],"the":[7,13,24,32,40,57,63,77,115,121,129,141,146,151,157,162,170,177,186,192,201,205,209],"nuclear":[8,19,29,33,44,46,48,78,116,130,152,163,187,202,211],"industry":[9,34,79,164,203],"is":[10],"committed":[11],"to":[12,81,181],"research,":[14],"production,":[15],"and":[16,26,53,62,69,91,111,126,139,194,204],"processing":[17],"of":[18,28,43,59,65,102,123,128,150,173,197,208],"fuel,":[20],"as":[21,23,98],"well":[22],"development":[25,58,122],"utilization":[27],"energy":[30],"Nowadays,":[31],"has":[35,105],"made":[36,106],"remarkable":[37],"progress":[38,108],"in":[39,109,114,145,161,176,185,200],"application":[41,178],"fields":[42,179],"weapons,":[45],"power,":[47],"medical":[49],"treatment,":[50],"radiation":[51],"processing,":[52],"so":[54],"on.":[55],"With":[56],"artificial":[60,71,103],"intelligence":[61,72,127],"proposal":[64],"&#x0022;Industry":[66],"4.0&#x0022;,":[67],"more":[68,70],"technologies":[73],"are":[74],"introduced":[75],"into":[76],"chain":[80,149],"improve":[82,88],"production":[83],"efficiency,":[84],"reduce":[85],"operation":[86,89],"cost,":[87],"safety,":[90],"realize":[92],"risk":[93],"avoidance.":[94],"Meanwhile,":[95],"deep":[96,174,198],"learning,":[97],"an":[99],"important":[100],"technology":[101],"intelligence,":[104],"amazing":[107],"theoretical":[110],"applied":[112],"research":[113,171],"which":[118],"vigorously":[119],"promotes":[120],"informatization,":[124],"digitization,":[125],"industry.":[131,153,188,212],"In":[132],"this":[133],"paper,":[134],"we":[135,155,168,190],"first":[136],"simply":[137],"comb":[138],"analyze":[140],"intelligent":[142,210],"demand":[143],"scenarios":[144],"whole":[147],"industrial":[148],"Then,":[154],"discuss":[156,191],"data":[158,183],"types":[159,184],"involved":[160],"chain.":[165],"After":[166],"that,":[167],"investigate":[169],"status":[172],"learning":[175,199],"corresponding":[180],"different":[182],"Finally,":[189],"limitation":[193],"unique":[195],"challenges":[196],"future":[206],"direction":[207]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
