{"id":"https://openalex.org/W4404742350","doi":"https://doi.org/10.1007/s10512-024-01141-4","title":"Development of a neural-network methodology for the safety justification of VVER reactors in manoeuvring modes","display_name":"Development of a neural-network methodology for the safety justification of VVER reactors in manoeuvring modes","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4404742350","doi":"https://doi.org/10.1007/s10512-024-01141-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10512-024-01141-4","doi":"https://doi.org/10.1007/s10512-024-01141-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10512-024-01141-4","pdf_url":null,"source":{"id":"https://openalex.org/S135345724","display_name":"Atomic Energy","issn_l":"0038-531X","issn":["0038-531X","1063-4258","1573-8205"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-c","jufo-1","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Atomic Energy","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://app.j-atomicenergy.ru/index.php/ae/article/download/5380/5371","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063634734","display_name":"M. A. Uvakin","orcid":"https://orcid.org/0000-0002-4917-1770","observed_orcids":["https://orcid.org/0000-0002-4917-1770"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"M. A. Uvakin","raw_affiliation_strings":["JSC OKB \u201cGidropress, \u201d, Podolsk, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSC OKB \u201cGidropress, \u201d, Podolsk, Russian Federation","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"A. L. Nikolaev","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. L. Nikolaev","raw_affiliation_strings":["JSC OKB \u201cGidropress, \u201d, Podolsk, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSC OKB \u201cGidropress, \u201d, Podolsk, Russian Federation","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044097452","display_name":"Mikhail V. Antipov","orcid":"https://orcid.org/0000-0003-4913-6294","observed_orcids":["https://orcid.org/0000-0003-4913-6294"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. V. Antipov","raw_affiliation_strings":["JSC OKB \u201cGidropress, \u201d, Podolsk, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSC OKB \u201cGidropress, \u201d, Podolsk, Russian Federation","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000385103","display_name":"I. V. Makhin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"I. V. Makhin","raw_affiliation_strings":["JSC OKB \u201cGidropress, \u201d, Podolsk, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSC OKB \u201cGidropress, \u201d, Podolsk, Russian Federation","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081411214","display_name":"E. V. Sotskov","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E. V. Sotskov","raw_affiliation_strings":["JSC OKB \u201cGidropress, \u201d, Podolsk, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSC OKB \u201cGidropress, \u201d, Podolsk, Russian Federation","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5063634734"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4998,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6853408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"136","issue":"3-4","first_page":"127","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12560","display_name":"Nuclear Engineering Thermal-Hydraulics","score":0.35600000619888306,"subfield":{"id":"https://openalex.org/subfields/2104","display_name":"Nuclear Energy and Engineering"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12560","display_name":"Nuclear Engineering Thermal-Hydraulics","score":0.35600000619888306,"subfield":{"id":"https://openalex.org/subfields/2104","display_name":"Nuclear Energy and Engineering"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10597","display_name":"Nuclear reactor physics and engineering","score":0.26249998807907104,"subfield":{"id":"https://openalex.org/subfields/2104","display_name":"Nuclear Energy and Engineering"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13923","display_name":"Nuclear and radioactivity studies","score":0.11150000244379044,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vver-reactors","display_name":"VVER reactors","score":0.9940000176429749},{"id":"https://openalex.org/keywords/crash-analysis","display_name":"accident analysis","score":0.6959999799728394},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.6579999923706055},{"id":"https://openalex.org/keywords/multilayer-neural-networks","display_name":"multilayer neural networks","score":0.9079999923706055},{"id":"https://openalex.org/keywords/nuclear-power-plant-safety","display_name":"nuclear power plant safety","score":0.5199999809265137}],"concepts":[{"id":"https://openalex.org/C2777769504","wikidata":"https://www.wikidata.org/wiki/Q35957","display_name":"VVER","level":2,"score":0.8162542581558228},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7643612623214722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6473073959350586},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4984164237976074},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.46818697452545166},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.44946956634521484},{"id":"https://openalex.org/C2780289543","wikidata":"https://www.wikidata.org/wiki/Q424630","display_name":"Accident (philosophy)","level":2,"score":0.4244022071361542},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4166485369205475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3532636761665344},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2154877483844757},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1415831744670868},{"id":"https://openalex.org/C116915560","wikidata":"https://www.wikidata.org/wiki/Q83504","display_name":"Nuclear engineering","level":1,"score":0.08976829051971436},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10512-024-01141-4","doi":"https://doi.org/10.1007/s10512-024-01141-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10512-024-01141-4","pdf_url":null,"source":{"id":"https://openalex.org/S135345724","display_name":"Atomic Energy","issn_l":"0038-531X","issn":["0038-531X","1063-4258","1573-8205"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-c","jufo-1","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Atomic Energy","raw_type":"journal-article"},{"id":"pmh:oai:ojs.test287hf.j-atomicenergy.ru:article/5380","doi":null,"is_oa":true,"landing_page_url":"http://app.j-atomicenergy.ru/index.php/ae/article/view/5380","pdf_url":"http://app.j-atomicenergy.ru/index.php/ae/article/download/5380/5371","source":{"id":"https://openalex.org/S7407065817","display_name":"\u0410\u0442\u043e\u043c\u043d\u0430\u044f \u044d\u043d\u0435\u0440\u0433\u0438\u044f","issn_l":"0004-7163","issn":["0004-7163"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"0004-7163","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ojs.test287hf.j-atomicenergy.ru:article/5380","doi":null,"is_oa":true,"landing_page_url":"http://app.j-atomicenergy.ru/index.php/ae/article/view/5380","pdf_url":"http://app.j-atomicenergy.ru/index.php/ae/article/download/5380/5371","source":{"id":"https://openalex.org/S7407065817","display_name":"\u0410\u0442\u043e\u043c\u043d\u0430\u044f \u044d\u043d\u0435\u0440\u0433\u0438\u044f","issn_l":"0004-7163","issn":["0004-7163"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"0004-7163","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404742350.pdf","grobid_xml":"https://content.openalex.org/works/W4404742350.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W1689766768","https://openalex.org/W3089778007"],"related_works":["https://openalex.org/W4407264426","https://openalex.org/W4404742159","https://openalex.org/W4210288315","https://openalex.org/W4389492747","https://openalex.org/W7221840108","https://openalex.org/W3089778007","https://openalex.org/W7215249987","https://openalex.org/W2913184434","https://openalex.org/W3165074504","https://openalex.org/W3187165686"],"abstract_inverted_index":{"The":[0,24,71,88],"article":[1,72],"considers":[2],"the":[3,14,28,33,37,53,91,100,103,112,116,119,132,139,151],"advancement":[4],"of":[5,18,27,32,41,78,90,93,114,123,138,142],"a":[6,79,124,143],"methodology":[7,29,117],"developed":[8],"by":[9],"JSC":[10],"OKB":[11],"\u201cGidropress\u201d":[12],"for":[13,62,75,85,99,150],"calculation":[15,69],"safety":[16,152],"justification":[17,40],"VVER":[19],"reactors":[20],"in":[21,30],"manoeuvring":[22,135],"modes.":[23],"main":[25],"challenge":[26],"terms":[31],"accident":[34,133],"analysis":[35],"is":[36,56],"selection":[38],"and":[39,82,96,121,146],"initial":[42],"conditions,":[43],"which":[44],"are":[45,106,109],"carried":[46],"out":[47],"through":[48,118],"expert":[49,64],"assessment.":[50],"To":[51],"solve":[52],"problem,":[54],"it":[55],"proposed":[57],"to":[58,102],"use":[59],"machine":[60],"learning":[61],"automating":[63],"assessments":[65],"based":[66],"on":[67],"available":[68],"results.":[70],"proposes":[73],"methods":[74],"constructing":[76],"elements":[77,95],"neural":[80,126],"network":[81,127],"an":[83],"algorithm":[84],"its":[86],"learning.":[87],"results":[89],"work":[92],"these":[94],"their":[97],"combinations":[98],"solution":[101],"given":[104],"problem":[105],"analyzed.":[107],"Conclusions":[108],"made":[110],"about":[111],"possibility":[113],"advancing":[115],"development":[120],"implementation":[122],"multilayer":[125],"that":[128],"takes":[129],"into":[130],"account":[131],"type,":[134],"algorithm,":[136],"moment":[137],"campaign,":[140],"specifics":[141],"particular":[144],"project,":[145],"other":[147],"factors":[148],"important":[149],"justification.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-11-27T00:00:00"}