{"id":"https://openalex.org/W4406465833","doi":"https://doi.org/10.1115/1.4067681","title":"MODAL-DRN-BL: A Framework for Modal Analysis Based on Dilated Residual Broad Learning Networks","display_name":"MODAL-DRN-BL: A Framework for Modal Analysis Based on Dilated Residual Broad Learning Networks","publication_year":2025,"publication_date":"2025-01-16","ids":{"openalex":"https://openalex.org/W4406465833","doi":"https://doi.org/10.1115/1.4067681"},"language":"en","primary_location":{"id":"doi:10.1115/1.4067681","doi":"https://doi.org/10.1115/1.4067681","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4067681","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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":null,"display_name":"Peijian Zeng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peijian Zeng","raw_affiliation_strings":["Guangdong University of Technology School of Computer Science, , ,","Guangzhou, Guangdong Guangzhou, 510000 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology School of Computer Science, , ,","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Guangzhou, Guangdong Guangzhou, 510000 China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nankai Lin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nankai Lin","raw_affiliation_strings":["Guangdong University of Technology School of Computer Science, , 510006,","Guangdong University of Technology Guangzhou, 510000 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology School of Computer Science, , 510006,","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Guangdong University of Technology Guangzhou, 510000 China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101835501","display_name":"Shun Li","orcid":"https://orcid.org/0000-0002-0550-4772","observed_orcids":["https://orcid.org/0000-0002-0550-4772"]},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shun Li","raw_affiliation_strings":["Guangdong University of Technology School of Computer Science, , ,","Guangzhou, Guangdong Guangzhou, 510006 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology School of Computer Science, , ,","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Guangzhou, Guangdong Guangzhou, 510006 China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liheng Hou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210167198","display_name":"CSSC Offshore & Marine Engineering Company (China)","ror":"https://ror.org/05phhyq88","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210167198"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liheng Hou","raw_affiliation_strings":["Guangzhou Shipyard International Co., Ltd Ministry of Science and Information, , ,","Guangzhou Shipyand International Co., Ltd Guangzhou, Guangdong 510000 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Shipyard International Co., Ltd Ministry of Science and Information, , ,","institution_ids":["https://openalex.org/I4210167198"]},{"raw_affiliation_string":"Guangzhou Shipyand International Co., Ltd Guangzhou, Guangdong 510000 China","institution_ids":["https://openalex.org/I4210167198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010055657","display_name":"Jianghao Lin","orcid":"https://orcid.org/0000-0002-5935-2110","observed_orcids":["https://orcid.org/0000-0002-5935-2110","https://orcid.org/0000-0002-8953-3203"]},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianghao Lin","raw_affiliation_strings":["Guangdong University of Technology , ,","Guangdong University of Technology Guangzhou, Guangdong 510000 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology , ,","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Guangdong University of Technology Guangzhou, Guangdong 510000 China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062957615","display_name":"Aimin Yang","orcid":"https://orcid.org/0000-0001-7671-6150","observed_orcids":["https://orcid.org/0000-0001-7671-6150"]},"institutions":[{"id":"https://openalex.org/I154833797","display_name":"Lingnan Normal University","ror":"https://ror.org/01h6ecw13","country_code":"CN","type":"education","lineage":["https://openalex.org/I154833797"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Aimin Yang","raw_affiliation_strings":["Lingnan Normal University School of Automation, , ,","Guangzhou, Guangdong Guangzhou, Guangdong 510000 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lingnan Normal University School of Automation, , ,","institution_ids":["https://openalex.org/I154833797"]},{"raw_affiliation_string":"Guangzhou, Guangdong Guangzhou, Guangdong 510000 China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010055657","https://openalex.org/A5062957615","https://openalex.org/A5101835501"],"corresponding_institution_ids":["https://openalex.org/I139024713","https://openalex.org/I154833797","https://openalex.org/I4210167198"],"apc_list":null,"apc_paid":null,"fwci":0.6221,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58852152,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"25","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.5059000253677368,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.5059000253677368,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.4336000084877014,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12206","display_name":"Vibration and Dynamic Analysis","score":0.014000000432133675,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/modal-analysis","display_name":"modal analysis","score":0.9750000238418579},{"id":"https://openalex.org/keywords/modal-parameters","display_name":"modal parameters","score":0.7580000162124634},{"id":"https://openalex.org/keywords/free-vibration","display_name":"free vibration","score":0.7110000252723694},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.6359999775886536},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.6740000247955322},{"id":"https://openalex.org/keywords/sparse-interactions","display_name":"sparse interactions","score":0.47200000286102295},{"id":"https://openalex.org/keywords/ansys-parametric-design-language","display_name":"APDL","score":0.7149999737739563},{"id":"https://openalex.org/keywords/structural-dynamics","display_name":"structural dynamics","score":0.47999998927116394}],"concepts":[{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.7860028743743896},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.744816243648529},{"id":"https://openalex.org/C178736951","wikidata":"https://www.wikidata.org/wiki/Q3780658","display_name":"Modal analysis using FEM","level":5,"score":0.6599932909011841},{"id":"https://openalex.org/C104286136","wikidata":"https://www.wikidata.org/wiki/Q1416137","display_name":"Modal analysis","level":3,"score":0.6211495995521545},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5531536340713501},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5139138698577881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5074393153190613},{"id":"https://openalex.org/C200239387","wikidata":"https://www.wikidata.org/wiki/Q17143727","display_name":"Modal testing","level":4,"score":0.4610852599143982},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.44132357835769653},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.41039741039276123},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36106133460998535},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2928938865661621},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.13335105776786804},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07888677716255188},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1115/1.4067681","doi":"https://doi.org/10.1115/1.4067681","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4067681","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W219428296","https://openalex.org/W2137820635","https://openalex.org/W2194775991","https://openalex.org/W2421917974","https://openalex.org/W2611569523","https://openalex.org/W2738226240","https://openalex.org/W2770591487","https://openalex.org/W2916588787","https://openalex.org/W2947047078","https://openalex.org/W2954354522","https://openalex.org/W2962850830","https://openalex.org/W2977421859","https://openalex.org/W2989188324","https://openalex.org/W2991421500","https://openalex.org/W3001396333","https://openalex.org/W3036063661","https://openalex.org/W3047403626","https://openalex.org/W3093429982","https://openalex.org/W3166589044","https://openalex.org/W3183550745","https://openalex.org/W3183816977","https://openalex.org/W3213866062","https://openalex.org/W3216195053","https://openalex.org/W4200501990","https://openalex.org/W4224223837","https://openalex.org/W4249736682","https://openalex.org/W4280617525","https://openalex.org/W4308042561","https://openalex.org/W4311711029","https://openalex.org/W4388937529"],"related_works":["https://openalex.org/W2041069603","https://openalex.org/W2731292709","https://openalex.org/W4401342996","https://openalex.org/W1966125514","https://openalex.org/W7111594341","https://openalex.org/W2716184217","https://openalex.org/W2053327938","https://openalex.org/W2499606806","https://openalex.org/W1977150067","https://openalex.org/W2078822562"],"abstract_inverted_index":{"Abstract":[0],"Each":[1],"object":[2,28,98],"has":[3],"unique":[4],"inherent":[5],"frequencies":[6],"and":[7,49,75,105,113,161],"vibration":[8,24,163],"modes,":[9],"which":[10,88],"are":[11],"known":[12],"as":[13],"modal":[14,17,35,52,86,196],"parameters.":[15,53],"The":[16],"analysis":[18,84,197],"aims":[19],"to":[20,44,66,144,155,218],"study":[21],"the":[22,71,79,97,117,146,158,211],"free":[23],"characteristics":[25],"of":[26,73,119,193,208],"an":[27,30,82],"under":[29],"external":[31],"force":[32],"action.":[33],"In":[34,116],"analysis,":[36,87],"finite":[37],"element":[38],"method":[39],"(FEM)":[40],"is":[41,99],"widely":[42],"used":[43],"build":[45],"dynamic":[46],"model":[47],"structures":[48],"solve":[50],"for":[51,78,103],"Nevertheless,":[54],"despite":[55],"its":[56],"widespread":[57],"application,":[58],"FEM":[59,69,122],"does":[60],"come":[61],"with":[62,126],"certain":[63],"drawbacks":[64],"related":[65],"computational":[67,93,147,209,227],"efficiency.":[68,228],"necessitates":[70],"construction":[72],"stiffness":[74],"mass":[76],"matrices":[77],"structure,":[80],"alongside":[81],"eigenvalue":[83],"during":[85],"can":[89,109],"result":[90],"in":[91,136,195,206,222,226],"extensive":[92],"time.":[94],"Additionally,":[95],"meshing":[96,108],"a":[100,111,130,141,176,189,223],"fundamental":[101],"requirement":[102],"FEM,":[104],"achieving":[106],"proper":[107],"be":[110],"laborious":[112],"time-consuming":[114],"task.":[115],"case":[118],"nonlinear":[120],"problems,":[121],"demands":[123],"iterative":[124],"solutions,":[125],"each":[127],"iteration":[128],"addressing":[129],"linear":[131],"system.":[132],"To":[133],"that":[134,183],"end,":[135],"this":[137],"article,":[138],"we":[139],"propose":[140],"MODAL-DRN-BL":[142,151,186,212],"framework":[143,187,213],"improve":[145],"efficiency":[148],"against":[149],"FEM.":[150],"utilizes":[152],"convolution":[153],"operation":[154],"effectively":[156],"expand":[157],"receptive":[159],"field":[160],"capture":[162],"information":[164],"at":[165],"longer":[166],"distances.":[167],"It":[168],"also":[169],"handles":[170],"sparse":[171],"interaction":[172],"between":[173],"features":[174],"through":[175],"broad":[177],"learning":[178],"module.":[179],"Experimental":[180],"results":[181],"demonstrate":[182],"our":[184],"proposed":[185],"achieves":[188],"mean":[190],"absolute":[191],"error":[192],"1.49":[194],"benchmark":[198],"ansys":[199,219],"apdl":[200],"(Ansys":[201],"Parametric":[202],"Design":[203],"Language).":[204],"Moreover,":[205],"terms":[207],"time,":[210],"exhibits":[214],"significant":[215],"optimization":[216],"compared":[217],"apdl,":[220],"resulting":[221],"five-order-of-magnitude":[224],"improvement":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2025-01-17T00:00:00"}