{"id":"https://openalex.org/W2944196879","doi":"https://doi.org/10.20998/2074-272x.2019.2.05","title":"DEVELOPMENT OF EXCITATION STRUCTURE RBF-METAMODELS OF MOVING CONCENTRIC EDDY CURRENT PROBE","display_name":"DEVELOPMENT OF EXCITATION STRUCTURE RBF-METAMODELS OF MOVING CONCENTRIC EDDY CURRENT PROBE","publication_year":2019,"publication_date":"2019-04-16","ids":{"openalex":"https://openalex.org/W2944196879","doi":"https://doi.org/10.20998/2074-272x.2019.2.05","mag":"2944196879"},"language":"en","primary_location":{"id":"doi:10.20998/2074-272x.2019.2.05","doi":"https://doi.org/10.20998/2074-272x.2019.2.05","is_oa":true,"landing_page_url":"https://doi.org/10.20998/2074-272x.2019.2.05","pdf_url":"http://eie.khpi.edu.ua/article/download/2074-272X.2019.2.05/163438","source":{"id":"https://openalex.org/S2738262692","display_name":"Electrical Engineering & Electromechanics","issn_l":"2074-272X","issn":["2074-272X","2309-3404"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","dongbi-c","norway-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310322238","host_organization_name":"Kharkiv Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310322238"],"host_organization_lineage_names":["Kharkiv Polytechnic Institute"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electrical Engineering & Electromechanics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://eie.khpi.edu.ua/article/download/2074-272X.2019.2.05/163438","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031922335","display_name":"Volodymyr Halchenko","orcid":"https://orcid.org/0000-0003-0304-372X","observed_orcids":["https://orcid.org/0000-0003-0304-372X"]},"institutions":[{"id":"https://openalex.org/I4210108895","display_name":"Cherkasy State Technological University","ror":"https://ror.org/01m54ds80","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210108895"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"V. Ya. Halchenko","raw_affiliation_strings":["\u0427\u0435\u0440\u043a\u0430\u0441\u044c\u043a\u0438\u0439 \u0434\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0427\u0435\u0440\u043a\u0430\u0441\u044c\u043a\u0438\u0439 \u0434\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442","institution_ids":["https://openalex.org/I4210108895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110763934","display_name":"\u0420\u0443\u0441\u043b\u0430\u043d\u0430 \u0412\u043e\u043b\u043e\u0434\u0438\u043c\u0438\u0440\u0456\u0432\u043d\u0430 \u0422\u0440\u0435\u043c\u0431\u043e\u0432\u0435\u0446\u044c\u043a\u0430","orcid":"https://orcid.org/0000-0002-2308-6690","observed_orcids":["https://orcid.org/0000-0002-2308-6690"]},"institutions":[{"id":"https://openalex.org/I4210108895","display_name":"Cherkasy State Technological University","ror":"https://ror.org/01m54ds80","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210108895"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"R. V. Trembovetska","raw_affiliation_strings":["\u0427\u0435\u0440\u043a\u0430\u0441\u044c\u043a\u0438\u0439 \u0434\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0427\u0435\u0440\u043a\u0430\u0441\u044c\u043a\u0438\u0439 \u0434\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442","institution_ids":["https://openalex.org/I4210108895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069386827","display_name":"Volodymyr Tychkov","orcid":"https://orcid.org/0000-0001-9997-307X","observed_orcids":["https://orcid.org/0000-0001-9997-307X"]},"institutions":[{"id":"https://openalex.org/I4210108895","display_name":"Cherkasy State Technological University","ror":"https://ror.org/01m54ds80","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210108895"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"V. V. Tychkov","raw_affiliation_strings":["\u0427\u0435\u0440\u043a\u0430\u0441\u044c\u043a\u0438\u0439 \u0434\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0427\u0435\u0440\u043a\u0430\u0441\u044c\u043a\u0438\u0439 \u0434\u0435\u0440\u0436\u0430\u0432\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442","institution_ids":["https://openalex.org/I4210108895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210108895"],"apc_list":{"value":100,"currency":"EUR","value_usd":107},"apc_paid":{"value":100,"currency":"EUR","value_usd":107},"fwci":2.9596,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.90439048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"0","issue":"2","first_page":"28","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.8755000233650208,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.8755000233650208,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.07280000299215317,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.012900000438094139,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.7369999885559082},{"id":"https://openalex.org/keywords/metamodel","display_name":"meta-model","score":0.7910000085830688},{"id":"https://openalex.org/keywords/surrogate-based-optimization","display_name":"surrogate-based optimization","score":0.8040000200271606},{"id":"https://openalex.org/keywords/bagging","display_name":"bagging","score":0.9539999961853027},{"id":"https://openalex.org/keywords/sobol-sequence","display_name":"Sobol sequence","score":0.7480000257492065},{"id":"https://openalex.org/keywords/multivariable-regression-model","display_name":"multivariable regression model","score":0.6809999942779541},{"id":"https://openalex.org/keywords/regularization","display_name":"regularization","score":0.6679999828338623},{"id":"https://openalex.org/keywords/computational-cost-reduction","display_name":"computational complexity reduction","score":0.5899999737739563},{"id":"https://openalex.org/keywords/electrodynamic-modeling","display_name":"electrodynamic modeling","score":0.4339999854564667},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.335999995470047}],"concepts":[{"id":"https://openalex.org/C90296322","wikidata":"https://www.wikidata.org/wiki/Q619776","display_name":"Concentric","level":2,"score":0.6410011053085327},{"id":"https://openalex.org/C131357438","wikidata":"https://www.wikidata.org/wiki/Q208598","display_name":"Eddy current","level":2,"score":0.637288510799408},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6351035237312317},{"id":"https://openalex.org/C49740808","wikidata":"https://www.wikidata.org/wiki/Q7550116","display_name":"Sobol sequence","level":3,"score":0.579194962978363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4741370379924774},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4659698009490967},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.43434929847717285},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3287343978881836},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.32729801535606384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3177819848060608},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2841632068157196},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.21923446655273438},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1937929391860962},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.15620529651641846},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.1169624924659729},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08326998353004456},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.20998/2074-272x.2019.2.05","doi":"https://doi.org/10.20998/2074-272x.2019.2.05","is_oa":true,"landing_page_url":"https://doi.org/10.20998/2074-272x.2019.2.05","pdf_url":"http://eie.khpi.edu.ua/article/download/2074-272X.2019.2.05/163438","source":{"id":"https://openalex.org/S2738262692","display_name":"Electrical Engineering & Electromechanics","issn_l":"2074-272X","issn":["2074-272X","2309-3404"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","dongbi-c","norway-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310322238","host_organization_name":"Kharkiv Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310322238"],"host_organization_lineage_names":["Kharkiv Polytechnic Institute"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electrical Engineering & Electromechanics","raw_type":"journal-article"},{"id":"pmh:oai:ojs.journals.uran.ua:article/164395","doi":null,"is_oa":true,"landing_page_url":"http://eie.khpi.edu.ua/article/view/2074-272X.2019.2.05","pdf_url":null,"source":{"id":"https://openalex.org/S4210228265","display_name":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","issn_l":"2311-6382","issn":["2311-6382","2415-3605"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus"],"host_organization":"https://openalex.org/P4310322067","host_organization_name":"Ternopil Volodymyr Hnatiuk National Pedagogical University","host_organization_lineage":["https://openalex.org/P4310322067"],"host_organization_lineage_names":["Ternopil Volodymyr Hnatiuk National Pedagogical University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2074-272X","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:er.chdtu.edu.ua:ChSTU/305","doi":null,"is_oa":true,"landing_page_url":"http://er.chdtu.edu.ua/handle/ChSTU/305","pdf_url":"https://er.chdtu.edu.ua/bitstream/ChSTU/305/1/164395-359826-1-PB.pdf","source":{"id":"https://openalex.org/S7407055196","display_name":"Cherkasy State Technological University repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Article"},{"id":"pmh:oai:repository.kpi.kharkov.ua:KhPI-Press/42746","doi":null,"is_oa":true,"landing_page_url":"https://repository.kpi.kharkov.ua/handle/KhPI-Press/42746","pdf_url":"https://repository.kpi.kharkov.ua/bitstreams/84b70d9e-5f4c-4a3c-bb28-60ab3bd1db80/download","source":{"id":"https://openalex.org/S4306400269","display_name":"eNTUKhPIIR Repository (Kharkiv Polytechnic Institute)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67256668","host_organization_name":"National Technical University \"Kharkiv Polytechnic Institute\"","host_organization_lineage":["https://openalex.org/I67256668"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:https://cyberleninka.ru/article/n/development-of-excitation-structure-rbf-metamodels-of-moving-concentric-eddy-current-probe","doi":null,"is_oa":true,"landing_page_url":"https://cyberleninka.ru/article/n/development-of-excitation-structure-rbf-metamodels-of-moving-concentric-eddy-current-probe","pdf_url":null,"source":{"id":"https://openalex.org/S4306401404","display_name":"CyberLeninK (CyberLeninka)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:a3f4b0374cc241b4955ca439ee9befb0","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/a3f4b0374cc241b4955ca439ee9befb0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical engineering & Electromechanics, Iss 2, Pp 28-38 (2019)","raw_type":"article"},{"id":"pmh:oai:dspace.nbuv.gov.ua:123456789/159059","doi":null,"is_oa":false,"landing_page_url":"http://dspace.nbuv.gov.ua/handle/123456789/159059","pdf_url":null,"source":{"id":"https://openalex.org/S4306401959","display_name":"The scientific electronic library of periodicals of the National Academy of Sciences of Ukraine (National Academy of Sciences of Ukraine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I149851306","host_organization_name":"National Academy of Sciences of Ukraine","host_organization_lineage":["https://openalex.org/I149851306"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.20998/2074-272x.2019.2.05","doi":"https://doi.org/10.20998/2074-272x.2019.2.05","is_oa":true,"landing_page_url":"https://doi.org/10.20998/2074-272x.2019.2.05","pdf_url":"http://eie.khpi.edu.ua/article/download/2074-272X.2019.2.05/163438","source":{"id":"https://openalex.org/S2738262692","display_name":"Electrical Engineering & Electromechanics","issn_l":"2074-272X","issn":["2074-272X","2309-3404"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","dongbi-c","norway-1","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310322238","host_organization_name":"Kharkiv Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310322238"],"host_organization_lineage_names":["Kharkiv Polytechnic Institute"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electrical Engineering & Electromechanics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2944196879.pdf","grobid_xml":"https://content.openalex.org/works/W2944196879.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2003522138","https://openalex.org/W2043528138","https://openalex.org/W2098845167","https://openalex.org/W2111949369","https://openalex.org/W2133985096","https://openalex.org/W2155180153","https://openalex.org/W2344393454","https://openalex.org/W2347974561","https://openalex.org/W2495396925","https://openalex.org/W2888230694","https://openalex.org/W2904504047"],"related_works":["https://openalex.org/W7111767060","https://openalex.org/W7219364007","https://openalex.org/W3159117856","https://openalex.org/W3160465997","https://openalex.org/W3118917178","https://openalex.org/W7219247887","https://openalex.org/W3197598838","https://openalex.org/W3205693045","https://openalex.org/W3176364614","https://openalex.org/W7219531105"],"abstract_inverted_index":{"Introduction.":[0],"The":[1,47,225,235,259,342,374,394],"work":[2,395],"is":[3,102,120,126,217],"devoted":[4],"to":[5,58,85,148],"metamodels":[6],"creation":[7],"of":[8,16,22,49,66,76,108,129,136,192,198,255,261,376],"surface":[9,23,112,137,248,285,313,344,378,402],"circular":[10,24,113,138,286,314,345,379,403],"concentric":[11,25,114,139,287,315,346,380,404],"eddy":[12,26,37,115,140,150,262,288,306,316,347,381,405,413],"current":[13,27,64,116,141,289,317,348,382,406],"probe.":[14],"Formulation":[15],"the":[17,20,31,42,50,59,87,91,96,103,111,130,155,190,193,201,207,211,214,222,232,246,252,273,281,312,324,339,363,377,389,401,418],"problem.":[18],"In":[19],"problem":[21,53,61,89],"probe":[28,117,142,318,349,383,407],"synthesis":[29,52,88,164,359,408],"in":[30,41,74,90,123,154,162,200,251,272,311,400,417],"general":[32],"formulation,":[33],"apriori":[34,411],"given":[35,412],"desired":[36],"currents":[38,151,263,307,414],"density":[39,152,264,308,415],"distribution":[40,153,265,309,416],"control":[43,156,319,419],"zone":[44,157,320],"was":[45,203,229,242,303],"used.":[46],"realization":[48,124],"optimal":[51,163,358],"involves":[54],"a":[55,172],"multiple":[56],"solution":[57],"analysis":[60],"for":[62,160,175,305,333,356,371],"each":[63],"structure":[65],"numerical":[67],"calculations":[68,266],"excitation,":[69],"which":[70,81,119,144,219],"are":[71,277,366,384],"very":[72],"costly":[73],"terms":[75],"computational":[77],"and":[78,125,158,283,298,332,386],"time":[79],"costs,":[80],"makes":[82],"it":[83],"impossible":[84],"solve":[86],"classical":[92],"formulation.":[93],"By":[94],"solving":[95],"critical":[97],"resource":[98],"intensiveness":[99],"problem,":[100],"there":[101],"surrogate":[104],"optimization":[105],"technology":[106,370],"using":[107,231,338],"that":[109],"uses":[110],"metamodel,":[118],"much":[121],"simpler":[122],"an":[127,169,410],"approximation":[128,170],"exact":[131,268,328],"electrodynamic":[132,269,329],"model.":[133],"Goal.":[134],"Creation":[135],"RBF-metamodels,":[143],"can":[145,397],"be":[146,398],"used":[147,399],"calculate":[149],"suitable":[159],"use":[161],"problems.":[165],"Method.":[166],"To":[167],"develop":[168],"model,":[171],"mathematical":[173,270,330],"apparatus":[174],"artificial":[176],"neural":[177,194,223],"networks,":[178],"namely,":[179],"RBF\u2013networks,":[180],"has":[181,186],"been":[182,187],"used,":[183,218],"whose":[184],"accuracy":[185],"increased":[188],"with":[189,294,353,409],"help":[191],"networks":[195],"committee.":[196],"Correction":[197],"errors":[199],"committee":[202],"reduced":[204],"by":[205,244],"applying":[206],"bagging":[208],"procedure.":[209],"During":[210],"network":[212],"training":[213],"regularization":[215],"technique":[216],"avoids":[220],"re-learning":[221],"network.":[224],"computer":[226],"experiment":[227,335],"plan":[228,275,336],"performed":[230,243],"Sobol":[233,340],"LPt\u2013sequences.":[234,341],"obtained":[236],"multivariable":[237],"regression":[238],"model":[239],"quality":[240],"evaluation":[241],"checking":[245],"response":[247],"reproducibility":[249],"correctness":[250],"entire":[253],"region":[254],"variables":[256],"variation.":[257],"Results.":[258],"modelling":[260],"on":[267,327,388],"models":[271,331,352],"experimental":[274],"points":[276,337],"carried":[278],"out.":[279],"For":[280],"immovable":[282],"moving":[284],"probe,":[290],"RBF\u2013metamodels":[291],"were":[292],"constructed":[293],"varying":[295],"spatial":[296],"coordinates":[297],"radius.":[299],"Scientific":[300],"novelty.":[301],"Software":[302],"developed":[304],"calculation":[310],"taking":[321,360],"into":[322,361],"account":[323,362],"speed":[325,364,390],"effect":[326,365],"forming":[334],"geometric":[343],"excitation":[350],"structures":[351],"homogeneous":[354],"sensitivity":[355],"their":[357],"proposed.":[367],"Improved":[368],"computing":[369],"constructing":[372],"metamodels.":[373],"RBF-metamodels":[375],"built":[385],"based":[387],"effect.":[391],"Practical":[392],"significance.":[393],"results":[396],"zone.":[420]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-05-16T00:00:00"}