{"id":"https://openalex.org/W4385817284","doi":"https://doi.org/10.1017/s0890060423000173","title":"Free-text inspiration search for systematic bio-inspiration support of engineering design","display_name":"Free-text inspiration search for systematic bio-inspiration support of engineering design","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385817284","doi":"https://doi.org/10.1017/s0890060423000173"},"language":"en","primary_location":{"id":"doi:10.1017/s0890060423000173","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0890060423000173","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/6D5F720F73B8C67C461A23BE3D5C1244/S0890060423000173a.pdf/div-class-title-free-text-inspiration-search-for-systematic-bio-inspiration-support-of-engineering-design-div.pdf","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","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":true,"oa_status":"hybrid","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/6D5F720F73B8C67C461A23BE3D5C1244/S0890060423000173a.pdf/div-class-title-free-text-inspiration-search-for-systematic-bio-inspiration-support-of-engineering-design-div.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014546477","display_name":"Mart Willocx","orcid":"https://orcid.org/0000-0001-9936-2906"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Mart Willocx","raw_affiliation_strings":["Department of Mechanical Engineering, KU Leuven, Celestijnenlaan 300A, box 2422, Leuven\u00a03001, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, KU Leuven, Celestijnenlaan 300A, box 2422, Leuven\u00a03001, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001583017","display_name":"Joost R. Duflou","orcid":"https://orcid.org/0000-0002-7265-9686"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Joost R. Duflou","raw_affiliation_strings":["Department of Mechanical Engineering, KU Leuven, Celestijnenlaan 300A, box 2422, Leuven\u00a03001, Belgium","Flanders Make, Gaston Geenslaan 8, Heverlee, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, KU Leuven, Celestijnenlaan 300A, box 2422, Leuven\u00a03001, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Flanders Make, Gaston Geenslaan 8, Heverlee, Belgium","institution_ids":["https://openalex.org/I4210116480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014546477"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.7596,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.66835711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"37","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9624000191688538,"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/T10672","display_name":"Design Education and Practice","score":0.9624000191688538,"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/T12596","display_name":"Cephalopods and Marine Biology","score":0.9322999715805054,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7696677446365356},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6390933394432068},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5759811997413635},{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.5569959282875061},{"id":"https://openalex.org/keywords/engineering-design-process","display_name":"Engineering design process","score":0.5475942492485046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39161816239356995},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3742893934249878},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37065911293029785},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3415355384349823},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32230496406555176},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14184069633483887},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13435932993888855},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11479407548904419}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7696677446365356},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6390933394432068},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5759811997413635},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.5569959282875061},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.5475942492485046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39161816239356995},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3742893934249878},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37065911293029785},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3415355384349823},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32230496406555176},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14184069633483887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13435932993888855},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11479407548904419},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1017/s0890060423000173","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0890060423000173","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/6D5F720F73B8C67C461A23BE3D5C1244/S0890060423000173a.pdf/div-class-title-free-text-inspiration-search-for-systematic-bio-inspiration-support-of-engineering-design-div.pdf","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/724636","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/724636","pdf_url":"https://lirias.kuleuven.be/retrieve/f56e9330-20ec-49ac-b7fb-347acc0cc08b","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ai Edam-Artificial Intelligence For Engineering Design Analysis And Manufacturing, vol. 37, Art.No. PII S0890060423000173","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1017/s0890060423000173","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0890060423000173","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/6D5F720F73B8C67C461A23BE3D5C1244/S0890060423000173a.pdf/div-class-title-free-text-inspiration-search-for-systematic-bio-inspiration-support-of-engineering-design-div.pdf","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321773","display_name":"Fraunhofer-Gesellschaft","ror":"https://ror.org/05hkkdn48"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385817284.pdf"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W7102605","https://openalex.org/W19095964","https://openalex.org/W55204438","https://openalex.org/W201780859","https://openalex.org/W241156570","https://openalex.org/W1573605934","https://openalex.org/W1732828232","https://openalex.org/W1820089468","https://openalex.org/W1928559212","https://openalex.org/W1969441449","https://openalex.org/W1988734303","https://openalex.org/W1989455285","https://openalex.org/W1991736462","https://openalex.org/W1994763309","https://openalex.org/W1998134397","https://openalex.org/W1999558567","https://openalex.org/W2016860460","https://openalex.org/W2017071524","https://openalex.org/W2037626648","https://openalex.org/W2046448138","https://openalex.org/W2067386452","https://openalex.org/W2088477804","https://openalex.org/W2101739091","https://openalex.org/W2113855231","https://openalex.org/W2119907556","https://openalex.org/W2129269885","https://openalex.org/W2138240917","https://openalex.org/W2157901441","https://openalex.org/W2161237822","https://openalex.org/W2267790483","https://openalex.org/W2344381986","https://openalex.org/W2473833562","https://openalex.org/W2502967553","https://openalex.org/W2524515232","https://openalex.org/W2571014468","https://openalex.org/W2581074659","https://openalex.org/W2809524358","https://openalex.org/W2869905662","https://openalex.org/W2895230446","https://openalex.org/W2965579719","https://openalex.org/W3048090444","https://openalex.org/W3095103917","https://openalex.org/W3185954187","https://openalex.org/W3189925035","https://openalex.org/W3196274913","https://openalex.org/W4206448857","https://openalex.org/W4210589556","https://openalex.org/W4213009331","https://openalex.org/W4248841978","https://openalex.org/W4250857377","https://openalex.org/W4280626837","https://openalex.org/W4284672913","https://openalex.org/W4294804986","https://openalex.org/W4318925155","https://openalex.org/W6680416750","https://openalex.org/W6766533678","https://openalex.org/W6842966411","https://openalex.org/W6848943312","https://openalex.org/W6969016356"],"related_works":["https://openalex.org/W2364921833","https://openalex.org/W1525643724","https://openalex.org/W2067938758","https://openalex.org/W2382623646","https://openalex.org/W3087771547","https://openalex.org/W2333420780","https://openalex.org/W2375199418","https://openalex.org/W2368437561","https://openalex.org/W2390485179","https://openalex.org/W2368025536"],"abstract_inverted_index":{"Abstract":[0],"Current":[1],"supportive":[2],"bio-inspired":[3,16,195],"design":[4,46,62],"methods":[5,21,38],"focus":[6],"on":[7,58,105],"handcrafting":[8],"the":[9,26,40,59,77,81,88,111,121,137,142,158,168,180,187,191],"inspiration":[10],"engineers":[11],"use":[12],"to":[13,31,42,93,131,170,173],"speed":[14],"up":[15,172],"design.":[17],"However":[18],"promising,":[19],"such":[20],"are":[22,118],"not":[23],"scalable":[24,54],"as":[25],"time":[27],"investment":[28],"is":[29,90,99,129,165,183],"shifted":[30],"an":[32],"up-front":[33],"investment.":[34],"Furthermore,":[35,156],"most":[36,122,138],"proposed":[37],"require":[39],"engineer":[41,78],"adopt":[43],"a":[44,53,69,94,153],"new":[45],"process.":[47,63],"The":[48,126,145],"current":[49],"study":[50],"presents":[51],"FISh,":[52],"search":[55,82,181,188],"method":[56,147],"based":[57],"standard":[60],"engineering":[61,75,84,112,143],"By":[64],"leveraging":[65],"machine":[66],"translation":[67],"between":[68],"representative":[70],"corpus":[71],"of":[72,193],"biological":[73,95,108,127,133],"and":[74,107,113,162],"texts,":[76],"can":[79],"start":[80],"using":[83,101,120,152],"terminology,":[85],"which,":[86],"behind":[87],"scenes,":[89],"automatically":[91],"converted":[92],"query.":[96,144,155],"This":[97],"conversion":[98],"done":[100],"language":[102],"models":[103,117,161],"trained":[104],"patents":[106],"publications":[109],"for":[110,141,150,190],"biology":[114],"domains.":[115],"Both":[116],"aligned":[119],"used":[123,130],"English":[124],"words.":[125],"query":[128],"retrieve":[132],"documents":[134],"that":[135],"describe":[136],"relevant":[139],"functionality":[140,182,192],"presented":[146],"allows":[148],"searching":[149],"bio-inspiration":[151],"free-text":[154],"updating":[157],"underlying":[159],"datasets,":[160],"organism":[163],"aspects":[164],"automated,":[166],"allowing":[167],"system":[169],"stay":[171],"date":[174],"without":[175],"requiring":[176],"interactive":[177],"effort.":[178],"Finally,":[179],"validated":[184],"by":[185],"comparing":[186],"results":[189],"existing":[194],"designs":[196],"with":[197],"their":[198],"inspiring":[199],"organisms.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}