{"id":"https://openalex.org/W3092995353","doi":"https://doi.org/10.3233/jcm-204589","title":"Dynamic response prediction of water medium explosion container based on convolutional neural network","display_name":"Dynamic response prediction of water medium explosion container based on convolutional neural network","publication_year":2020,"publication_date":"2020-10-13","ids":{"openalex":"https://openalex.org/W3092995353","doi":"https://doi.org/10.3233/jcm-204589","mag":"3092995353"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-204589","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-204589","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033853101","display_name":"Linna Li","orcid":"https://orcid.org/0000-0002-3241-3243"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linna Li","raw_affiliation_strings":["Hubei Intelligent Blasting Engineering Research Center, Wuhan, Hubei, China","Wuhan University of Science and Technology, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Hubei Intelligent Blasting Engineering Research Center, Wuhan, Hubei, China","institution_ids":[]},{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015316029","display_name":"Chenchen Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenchen Fang","raw_affiliation_strings":["Wuhan University of Science and Technology, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109876138","display_name":"Dongwang Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dongwang Zhong","raw_affiliation_strings":["Hubei Intelligent Blasting Engineering Research Center, Wuhan, Hubei, China","Wuhan University of Science and Technology, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Hubei Intelligent Blasting Engineering Research Center, Wuhan, Hubei, China","institution_ids":[]},{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032688465","display_name":"He Li","orcid":"https://orcid.org/0000-0003-3993-7928"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li He","raw_affiliation_strings":["Hubei Intelligent Blasting Engineering Research Center, Wuhan, Hubei, China","Wuhan University of Science and Technology, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Hubei Intelligent Blasting Engineering Research Center, Wuhan, Hubei, China","institution_ids":[]},{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030574951","display_name":"Jianfeng Si","orcid":null},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Si","raw_affiliation_strings":["Hubei Intelligent Blasting Engineering Research Center, Wuhan, Hubei, China","Wuhan University of Science and Technology, Wuhan, Hubei, China"],"affiliations":[{"raw_affiliation_string":"Hubei Intelligent Blasting Engineering Research Center, Wuhan, Hubei, China","institution_ids":[]},{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109876138"],"corresponding_institution_ids":["https://openalex.org/I43922553"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13355275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":"2","first_page":"487","last_page":"496"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11874","display_name":"Structural Response to Dynamic Loads","score":0.8719000220298767,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11874","display_name":"Structural Response to Dynamic Loads","score":0.8719000220298767,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T14474","display_name":"Industrial Technology and Control Systems","score":0.8565000295639038,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.8055999875068665,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/container","display_name":"Container (type theory)","score":0.7459290027618408},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.698786735534668},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6479376554489136},{"id":"https://openalex.org/keywords/response-time","display_name":"Response time","score":0.5931251049041748},{"id":"https://openalex.org/keywords/explosive-material","display_name":"Explosive material","score":0.560728132724762},{"id":"https://openalex.org/keywords/underwater-explosion","display_name":"Underwater explosion","score":0.4884428083896637},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4466450810432434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2718697190284729},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.18326079845428467},{"id":"https://openalex.org/keywords/bubble","display_name":"Bubble","score":0.12714341282844543},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08521559834480286},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.06601032614707947}],"concepts":[{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.7459290027618408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.698786735534668},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6479376554489136},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.5931251049041748},{"id":"https://openalex.org/C154238967","wikidata":"https://www.wikidata.org/wiki/Q12870","display_name":"Explosive material","level":2,"score":0.560728132724762},{"id":"https://openalex.org/C2781349841","wikidata":"https://www.wikidata.org/wiki/Q6959995","display_name":"Underwater explosion","level":3,"score":0.4884428083896637},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4466450810432434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2718697190284729},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.18326079845428467},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.12714341282844543},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08521559834480286},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.06601032614707947},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-204589","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-204589","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1982889911","https://openalex.org/W1985236825","https://openalex.org/W1996525435","https://openalex.org/W2038141884","https://openalex.org/W2038563919","https://openalex.org/W2370137879","https://openalex.org/W3089630252"],"related_works":["https://openalex.org/W2287334727","https://openalex.org/W1488588773","https://openalex.org/W1966634917","https://openalex.org/W2383187578","https://openalex.org/W2369009122","https://openalex.org/W2791975880","https://openalex.org/W325368","https://openalex.org/W2348615119","https://openalex.org/W2052259853","https://openalex.org/W2057634256"],"abstract_inverted_index":{"The":[0,102,125],"water":[1,14,42,98,144,171],"medium":[2,43,99,145,172],"explosion":[3,11,44,100,146,173],"container":[4,63],"is":[5,34,50,64,67,84],"an":[6,153],"experimental":[7],"device":[8],"that":[9,128],"simulates":[10],"in":[12,156],"different":[13,19,23],"depth":[15],"environments":[16],"by":[17,74,113],"loading":[18],"hydrostatic":[20],"pressures":[21],"and":[22,52,58,76,104,148],"doses":[24],"of":[25,41,61,97,106,119,139,143,160,165,169],"explosive.":[26],"To":[27],"ensure":[28],"its":[29],"safety":[30],"during":[31],"service,":[32],"it":[33,66],"necessary":[35],"to":[36,69,92,134],"study":[37,159],"the":[38,47,53,56,59,62,71,94,107,116,120,136,140,157,161,166,170],"dynamic":[39,48,72,95,141,167],"response":[40,49,57,73,96,138,142,168],"container.":[45,101,147],"Because":[46],"complicated":[51],"correlation":[54],"between":[55],"load":[60],"nonlinear,":[65],"difficult":[68],"calculate":[70],"analytical":[75],"numerical":[77],"methods.":[78],"In":[79],"this":[80,149],"paper,":[81],"a":[82],"model":[83,110],"built":[85],"based":[86],"on":[87],"convolutional":[88],"neural":[89,122],"network":[90,123],"(CNN)":[91],"predict":[93,135],"accuracy":[103],"usability":[105],"CNN":[108,129],"prediction":[109,117],"are":[111],"verified":[112],"comparison":[114],"with":[115],"results":[118,126],"BP":[121],"model.":[124],"show":[127],"can":[130],"be":[131],"effectively":[132],"used":[133],"strain":[137],"method":[150],"will":[151],"play":[152],"important":[154],"role":[155],"later":[158],"overall":[162],"feature":[163],"analysis":[164],"vessel.":[174]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}