{"id":"https://openalex.org/W3116434791","doi":"https://doi.org/10.1080/00207543.2020.1859637","title":"Generative design of conformal cubic periodic cellular structures using a surrogate model-based optimisation scheme","display_name":"Generative design of conformal cubic periodic cellular structures using a surrogate model-based optimisation scheme","publication_year":2020,"publication_date":"2020-12-30","ids":{"openalex":"https://openalex.org/W3116434791","doi":"https://doi.org/10.1080/00207543.2020.1859637","mag":"3116434791"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2020.1859637","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1859637","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5021575840","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-8128-3580"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Department of Mechanical Engineering, University of Maryland, College Park, MD, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090155483","display_name":"Rahul Rai","orcid":"https://orcid.org/0000-0002-6478-4065"},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rahul Rai","raw_affiliation_strings":["Department of Automotive Engineering, Clemson University, Greenville, SC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Automotive Engineering, Clemson University, Greenville, SC, USA","institution_ids":["https://openalex.org/I8078737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090155483"],"corresponding_institution_ids":["https://openalex.org/I8078737"],"apc_list":null,"apc_paid":null,"fwci":0.9863,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.7360822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"60","issue":"5","first_page":"1458","last_page":"1477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10707","display_name":"Cellular and Composite Structures","score":0.9993000030517578,"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/T10707","display_name":"Cellular and Composite Structures","score":0.9993000030517578,"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/T11737","display_name":"Advanced Materials and Mechanics","score":0.9952999949455261,"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/T12190","display_name":"Innovations in Concrete and Construction Materials","score":0.9952999949455261,"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/conformal-map","display_name":"Conformal map","score":0.6172053217887878},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5954817533493042},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.5738747715950012},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5726501941680908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5387007594108582},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.5148522257804871},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4745177626609802},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35860854387283325},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.32951897382736206},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2767900228500366},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24957600235939026},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.16907936334609985},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15560811758041382}],"concepts":[{"id":"https://openalex.org/C98214594","wikidata":"https://www.wikidata.org/wiki/Q850275","display_name":"Conformal map","level":2,"score":0.6172053217887878},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5954817533493042},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.5738747715950012},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5726501941680908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5387007594108582},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.5148522257804871},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4745177626609802},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35860854387283325},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.32951897382736206},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2767900228500366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24957600235939026},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.16907936334609985},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15560811758041382},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2020.1859637","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1859637","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:60:y:2022:i:5:p:1458-1477","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2020.1859637","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":92,"referenced_works":["https://openalex.org/W583239652","https://openalex.org/W599022708","https://openalex.org/W870718912","https://openalex.org/W1565822793","https://openalex.org/W1573878755","https://openalex.org/W1741482093","https://openalex.org/W1968693224","https://openalex.org/W1973730326","https://openalex.org/W1976321304","https://openalex.org/W1976514234","https://openalex.org/W1978379792","https://openalex.org/W1981948516","https://openalex.org/W1986152731","https://openalex.org/W1988945200","https://openalex.org/W1989581196","https://openalex.org/W1990398337","https://openalex.org/W1991393198","https://openalex.org/W1993003181","https://openalex.org/W2000780957","https://openalex.org/W2003488635","https://openalex.org/W2006848930","https://openalex.org/W2010361875","https://openalex.org/W2015523180","https://openalex.org/W2017237675","https://openalex.org/W2021036023","https://openalex.org/W2040005668","https://openalex.org/W2040459740","https://openalex.org/W2042186932","https://openalex.org/W2044379944","https://openalex.org/W2046095156","https://openalex.org/W2052590126","https://openalex.org/W2053180940","https://openalex.org/W2059240617","https://openalex.org/W2069041228","https://openalex.org/W2069697210","https://openalex.org/W2076352514","https://openalex.org/W2076575963","https://openalex.org/W2076662182","https://openalex.org/W2082254676","https://openalex.org/W2082772288","https://openalex.org/W2087958259","https://openalex.org/W2088677658","https://openalex.org/W2116392552","https://openalex.org/W2118824122","https://openalex.org/W2123302687","https://openalex.org/W2134872347","https://openalex.org/W2145475762","https://openalex.org/W2146968309","https://openalex.org/W2149192791","https://openalex.org/W2151683826","https://openalex.org/W2213125418","https://openalex.org/W2307835650","https://openalex.org/W2329734516","https://openalex.org/W2339166046","https://openalex.org/W2341136212","https://openalex.org/W2342708195","https://openalex.org/W2460832736","https://openalex.org/W2462407094","https://openalex.org/W2477717204","https://openalex.org/W2508135389","https://openalex.org/W2515165985","https://openalex.org/W2539400915","https://openalex.org/W2542321431","https://openalex.org/W2553771337","https://openalex.org/W2560220098","https://openalex.org/W2586721631","https://openalex.org/W2598604805","https://openalex.org/W2738718776","https://openalex.org/W2739288568","https://openalex.org/W2766483685","https://openalex.org/W2770328261","https://openalex.org/W2789254764","https://openalex.org/W2819724056","https://openalex.org/W2898905384","https://openalex.org/W2900731183","https://openalex.org/W2906181639","https://openalex.org/W2911780128","https://openalex.org/W2912686359","https://openalex.org/W2924588041","https://openalex.org/W2941391945","https://openalex.org/W2947106874","https://openalex.org/W2949035602","https://openalex.org/W2950025192","https://openalex.org/W2974682055","https://openalex.org/W2995528637","https://openalex.org/W3024690112","https://openalex.org/W3033937423","https://openalex.org/W3126766918","https://openalex.org/W3207370204","https://openalex.org/W4230902730","https://openalex.org/W4388249735","https://openalex.org/W6779873005"],"related_works":["https://openalex.org/W2169196470","https://openalex.org/W3113185420","https://openalex.org/W4237580245","https://openalex.org/W4385368139","https://openalex.org/W2906134827","https://openalex.org/W4322745238","https://openalex.org/W4241245680","https://openalex.org/W3124327509","https://openalex.org/W3200688510","https://openalex.org/W4384833310"],"abstract_inverted_index":{"Cellular":[0],"structures":[1],"(CSs)":[2],"exhibit":[3],"unique":[4],"combinations":[5],"of":[6,26,32,63,70,116,121,148],"physical":[7],"properties,":[8],"including":[9],"low":[10],"weight,":[11],"high":[12],"structural":[13],"strength,":[14],"and":[15,44,80,83,112,125,141],"substantial":[16],"energy":[17],"absorption,":[18],"which":[19],"could":[20],"be":[21],"useful":[22],"in":[23,55],"a":[24,101,131],"variety":[25],"applications.":[27],"Further,":[28],"with":[29],"the":[30,64,68,93,119],"advent":[31],"additive":[33],"manufacturing":[34],"(AM),":[35],"CSs":[36,43,82],"are":[37],"now":[38],"easier":[39],"to":[40,76,86,138],"fabricate.":[41],"While":[42],"AM":[45],"open":[46],"up":[47],"transformative":[48],"opportunities,":[49],"their":[50],"potential":[51],"for":[52],"everyday":[53],"use":[54,120],"industrial":[56],"practice":[57],"still":[58],"lies":[59],"largely":[60],"idle.":[61],"One":[62],"major":[65],"reasons":[66],"is":[67,136],"lack":[69],"computational":[71],"tools":[72],"that":[73,91,107],"allow":[74],"us":[75],"automatically":[77],"explore,":[78],"verify,":[79],"optimise":[81],"skin":[84],"elements":[85],"create":[87],"an":[88,122],"optimised":[89],"component":[90],"meets":[92],"exact":[94],"specification.":[95],"In":[96],"this":[97],"paper,":[98],"we":[99],"outline":[100],"periodic":[102,153],"CS-based":[103],"generative":[104],"design":[105,114,139],"pipeline":[106],"offers":[108],"automated":[109],"modelling,":[110],"analysis,":[111],"inverse":[113],"solving":[115],"CS":[117],"through":[118],"integrated":[123],"optimisation":[124,134],"finite-element":[126],"analysis":[127],"(FEA)":[128],"framework.":[129],"Specifically,":[130],"surrogate":[132],"model-based":[133],"scheme":[135],"proposed":[137],"light-weight":[140],"high-strength":[142],"functional":[143],"parts":[144],"by":[145],"taking":[146],"advantage":[147],"spatially":[149],"varying":[150],"conformal":[151],"cubic":[152],"cellular":[154],"structures.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}