{"id":"https://openalex.org/W2405008484","doi":"https://doi.org/10.1017/s0890060415000396","title":"Adaptive kinetic structural behavior through machine learning: Optimizing the process of kinematic transformation using artificial neural networks","display_name":"Adaptive kinetic structural behavior through machine learning: Optimizing the process of kinematic transformation using artificial neural networks","publication_year":2015,"publication_date":"2015-10-07","ids":{"openalex":"https://openalex.org/W2405008484","doi":"https://doi.org/10.1017/s0890060415000396","mag":"2405008484"},"language":"en","primary_location":{"id":"doi:10.1017/s0890060415000396","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060415000396","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","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/A5030980137","display_name":"Odysseas Kontovourkis","orcid":"https://orcid.org/0000-0001-5804-9657"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Odysseas Kontovourkis","raw_affiliation_strings":["Department of Architecture, University of Cyprus, Nicosia, Cyprus"],"affiliations":[{"raw_affiliation_string":"Department of Architecture, University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I34771391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087500727","display_name":"Marios C. Phocas","orcid":"https://orcid.org/0000-0003-1785-7978"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Marios C. Phocas","raw_affiliation_strings":["Department of Architecture, University of Cyprus, Nicosia, Cyprus"],"affiliations":[{"raw_affiliation_string":"Department of Architecture, University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I34771391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064680391","display_name":"Ifigenia Lamprou","orcid":null},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Ifigenia Lamprou","raw_affiliation_strings":["Department of Architecture, University of Cyprus, Nicosia, Cyprus"],"affiliations":[{"raw_affiliation_string":"Department of Architecture, University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I34771391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030980137"],"corresponding_institution_ids":["https://openalex.org/I34771391"],"apc_list":null,"apc_paid":null,"fwci":4.3596,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.95029278,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"29","issue":"4","first_page":"371","last_page":"391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13518","display_name":"Architecture and Computational Design","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/T13518","display_name":"Architecture and Computational Design","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/T13133","display_name":"Architecture and Art History Studies","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1213","display_name":"Visual Arts and Performing Arts"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12190","display_name":"Innovations in Concrete and Construction Materials","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/computer-science","display_name":"Computer science","score":0.6712319254875183},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6184676885604858},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6133394241333008},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.589995265007019},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.5874375104904175},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.5272454619407654},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4763879179954529},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4647027850151062},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.4371989965438843},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4369077980518341},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3414454460144043},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1599033772945404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6712319254875183},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6184676885604858},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6133394241333008},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.589995265007019},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.5874375104904175},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.5272454619407654},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4763879179954529},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4647027850151062},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.4371989965438843},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4369077980518341},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3414454460144043},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1599033772945404},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s0890060415000396","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060415000396","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W22297218","https://openalex.org/W68458766","https://openalex.org/W117232794","https://openalex.org/W1526455201","https://openalex.org/W1527571715","https://openalex.org/W1538983967","https://openalex.org/W1550950318","https://openalex.org/W1640643608","https://openalex.org/W1659842140","https://openalex.org/W1967736575","https://openalex.org/W1973059946","https://openalex.org/W1974748659","https://openalex.org/W1995341919","https://openalex.org/W2001651733","https://openalex.org/W2002016471","https://openalex.org/W2012391952","https://openalex.org/W2040936103","https://openalex.org/W2049511808","https://openalex.org/W2053718603","https://openalex.org/W2071013018","https://openalex.org/W2096926016","https://openalex.org/W2097453103","https://openalex.org/W2099335350","https://openalex.org/W2100983000","https://openalex.org/W2108704847","https://openalex.org/W2121863487","https://openalex.org/W2122023692","https://openalex.org/W2126160338","https://openalex.org/W2127174629","https://openalex.org/W2128084896","https://openalex.org/W2146947104","https://openalex.org/W2322002063","https://openalex.org/W2397253692","https://openalex.org/W2398883595","https://openalex.org/W2798741797","https://openalex.org/W2917413054","https://openalex.org/W3121926921","https://openalex.org/W3207342693","https://openalex.org/W4210883199","https://openalex.org/W4213435315","https://openalex.org/W4214717370","https://openalex.org/W4250902796","https://openalex.org/W4251731575","https://openalex.org/W4255914006","https://openalex.org/W4299427637","https://openalex.org/W4299509313","https://openalex.org/W4300402905","https://openalex.org/W4300903032","https://openalex.org/W6674883131","https://openalex.org/W6678934100"],"related_works":["https://openalex.org/W2357657342","https://openalex.org/W2153432761","https://openalex.org/W1580144672","https://openalex.org/W2152623100","https://openalex.org/W2142042635","https://openalex.org/W4214878056","https://openalex.org/W1988127757","https://openalex.org/W4248634784","https://openalex.org/W2103296973","https://openalex.org/W2165832238"],"abstract_inverted_index":{"Abstract":[0],"Nowadays,":[1],"on":[2],"the":[3,77,95,112,160,163,180,187,191,198],"basis":[4],"of":[5,43,80,128,146,162,174,186,197],"significant":[6],"work":[7],"carried":[8],"out,":[9],"architectural":[10],"adaption":[11],"structures":[12],"are":[13,50,137,154],"considered":[14],"to":[15,20,22,65,85,111,151,158,166,178],"be":[16,32,167],"intelligent":[17],"entities,":[18],"able":[19],"react":[21],"various":[23],"internal":[24],"or":[25,37,46],"external":[26],"influences.":[27],"Their":[28],"adaptive":[29,78],"behavior":[30,79,185],"can":[31],"examined":[33],"in":[34,70,90,123,206],"a":[35,41,81,124,171,195,207],"digital":[36],"physical":[38],"environment,":[39],"generating":[40],"variety":[42],"alternative":[44,62],"solutions":[45,88],"structural":[47],"transformations.":[48],"These":[49],"controlled":[51],"through":[52],"different":[53],"computational":[54],"approaches,":[55],"ranging":[56],"from":[57],"interactive":[58],"exploration":[59],"ones,":[60,68],"producing":[61],"emergent":[63],"results,":[64],"automate":[66],"optimization":[67],"resulting":[69,89],"acceptable":[71],"fitting":[72],"solutions.":[73],"This":[74],"paper":[75],"examines":[76],"kinetic":[82,188],"structure,":[83],"aiming":[84],"explore":[86],"suitable":[87],"final":[91],"appropriate":[92],"shapes":[93],"during":[94],"transformation":[96,184],"process.":[97],"A":[98,144],"machine":[99],"learning":[100],"methodology":[101,165],"that":[102,136,149,202],"implements":[103],"an":[104],"artificial":[105],"neural":[106],"networks":[107],"algorithm":[108],"is":[109,117],"integrated":[110],"suggested":[113],"structure.":[114],"The":[115],"latter":[116],"formed":[118],"by":[119],"units":[120,205],"articulated":[121],"together":[122],"sequential":[125],"composition":[126],"consisting":[127],"primary":[129],"soft":[130],"mechanisms":[131],"and":[132,142,177,182,209],"secondary":[133],"rigid":[134],"components":[135],"responsible":[138],"for":[139,169],"its":[140],"reconfiguration":[141],"stiffness.":[143],"number":[145,173],"case":[147],"studies":[148],"respond":[150],"unstructured":[152],"environments":[153],"set":[155],"as":[156,194],"examples,":[157],"test":[159],"effectiveness":[161],"proposed":[164],"used":[168],"handling":[170],"large":[172],"input":[175],"data":[176],"optimize":[179],"complex":[181],"nonlinear":[183],"system":[189],"at":[190],"global":[192],"level,":[193],"result":[196],"units\u2019":[199],"local":[200],"activation":[201],"influences":[203],"nearby":[204],"chaotic":[208],"unpredictable":[210],"manner.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}