{"id":"https://openalex.org/W7224126018","doi":"https://doi.org/10.18861/ania.2026.16.2.4270","title":"Impact of Artificial Intelligence algorithms on architectural visualization. A Practical review","display_name":"Impact of Artificial Intelligence algorithms on architectural visualization. A Practical review","publication_year":2026,"publication_date":"2026-10-28","ids":{"openalex":"https://openalex.org/W7224126018","doi":"https://doi.org/10.18861/ania.2026.16.2.4270"},"language":"en","primary_location":{"id":"doi:10.18861/ania.2026.16.2.4270","doi":"https://doi.org/10.18861/ania.2026.16.2.4270","is_oa":true,"landing_page_url":"https://doi.org/10.18861/ania.2026.16.2.4270","pdf_url":"https://revistas.ort.edu.uy/anales-de-investigacion-en-arquitectura/article/download/4270/4917","source":{"id":"https://openalex.org/S4210175138","display_name":"Anales de Investigaci\u00f3n en Arquitectura","issn_l":"1688-8766","issn":["1688-8766","1688-8782","2301-1505","2301-1513"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","latindex","scielo"],"host_organization":"https://openalex.org/P4310318958","host_organization_name":"Universidad ORT Uruguay","host_organization_lineage":["https://openalex.org/P4310318958"],"host_organization_lineage_names":["Universidad ORT Uruguay"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anales de Investigaci\u00f3n en Arquitectura","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://revistas.ort.edu.uy/anales-de-investigacion-en-arquitectura/article/download/4270/4917","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075639113","display_name":"\u041d\u0430\u0442\u0430\u043b\u0456\u044f \u0421\u0435\u0440\u0433\u0456\u0457\u0432\u043d\u0430 \u0412\u0435\u0440\u0433\u0443\u043d\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0002-8470-7956","observed_orcids":["https://orcid.org/0000-0002-8470-7956"]},"institutions":[{"id":"https://openalex.org/I31123050","display_name":"O.M. Beketov National University of Urban Economy in Kharkiv","ror":"https://ror.org/05ws31q32","country_code":"UA","type":"education","lineage":["https://openalex.org/I31123050"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Nataliia Vergunova","raw_affiliation_strings":["Head of Design and 3D-modeling department \u0432 O.M. Beketov National University of Urban Economy in Kharkiv"],"raw_orcid":"https://orcid.org/0000-0002-8470-7956","affiliations":[{"raw_affiliation_string":"Head of Design and 3D-modeling department \u0432 O.M. Beketov National University of Urban Economy in Kharkiv","institution_ids":["https://openalex.org/I31123050"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075639113"],"corresponding_institution_ids":["https://openalex.org/I31123050"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.93075975,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13518","display_name":"Architecture and Computational Design","score":0.9976000189781189,"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":0.9976000189781189,"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/T14254","display_name":"Digital Media and Visual Art","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence-in-architecture","display_name":"artificial intelligence in architecture","score":0.8930000066757202},{"id":"https://openalex.org/keywords/architectural-visualization","display_name":"architectural visualization","score":0.9810000061988831},{"id":"https://openalex.org/keywords/human-ai-collaboration","display_name":"human-AI collaboration","score":0.7919999957084656},{"id":"https://openalex.org/keywords/prompt-formulation","display_name":"prompt formulation","score":0.8240000009536743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.744700014591217},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.6636000275611877},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5738999843597412},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.545799970626831},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.4959999918937683},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4812999963760376},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45989999175071716},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4307999908924103},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3612000048160553},{"id":"https://openalex.org/C2984241579","wikidata":"https://www.wikidata.org/wiki/Q323611","display_name":"Architectural design","level":3,"score":0.35269999504089355},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34529998898506165},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.31850001215934753},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.3167000114917755},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.31529998779296875},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.3147999942302704},{"id":"https://openalex.org/C170477896","wikidata":"https://www.wikidata.org/wiki/Q17039022","display_name":"Ideation","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C120208923","wikidata":"https://www.wikidata.org/wiki/Q5158435","display_name":"Conceptual design","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2750999927520752},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2727999985218048},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.2655999958515167},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2515000104904175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18861/ania.2026.16.2.4270","doi":"https://doi.org/10.18861/ania.2026.16.2.4270","is_oa":true,"landing_page_url":"https://doi.org/10.18861/ania.2026.16.2.4270","pdf_url":"https://revistas.ort.edu.uy/anales-de-investigacion-en-arquitectura/article/download/4270/4917","source":{"id":"https://openalex.org/S4210175138","display_name":"Anales de Investigaci\u00f3n en Arquitectura","issn_l":"1688-8766","issn":["1688-8766","1688-8782","2301-1505","2301-1513"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","latindex","scielo"],"host_organization":"https://openalex.org/P4310318958","host_organization_name":"Universidad ORT Uruguay","host_organization_lineage":["https://openalex.org/P4310318958"],"host_organization_lineage_names":["Universidad ORT Uruguay"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anales de Investigaci\u00f3n en Arquitectura","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:44d9d1d894254fbbaba6c3f22532f8ed","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/44d9d1d894254fbbaba6c3f22532f8ed","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Anales de Investigaci\u00f3n en Arquitectura, Vol 16, Iss 2 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.18861/ania.2026.16.2.4270","doi":"https://doi.org/10.18861/ania.2026.16.2.4270","is_oa":true,"landing_page_url":"https://doi.org/10.18861/ania.2026.16.2.4270","pdf_url":"https://revistas.ort.edu.uy/anales-de-investigacion-en-arquitectura/article/download/4270/4917","source":{"id":"https://openalex.org/S4210175138","display_name":"Anales de Investigaci\u00f3n en Arquitectura","issn_l":"1688-8766","issn":["1688-8766","1688-8782","2301-1505","2301-1513"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","latindex","scielo"],"host_organization":"https://openalex.org/P4310318958","host_organization_name":"Universidad ORT Uruguay","host_organization_lineage":["https://openalex.org/P4310318958"],"host_organization_lineage_names":["Universidad ORT Uruguay"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anales de Investigaci\u00f3n en Arquitectura","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224126018.pdf","grobid_xml":"https://content.openalex.org/works/W7224126018.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1976562506","https://openalex.org/W1996620751","https://openalex.org/W3082669649","https://openalex.org/W3125258100","https://openalex.org/W3137302888","https://openalex.org/W3138220104","https://openalex.org/W4225327430","https://openalex.org/W4366201452","https://openalex.org/W4387860079","https://openalex.org/W4388776695","https://openalex.org/W4389216323","https://openalex.org/W4390815662","https://openalex.org/W4393089535","https://openalex.org/W4396683240","https://openalex.org/W4403648106","https://openalex.org/W7133238154"],"related_works":["https://openalex.org/W4414315729","https://openalex.org/W4405097310","https://openalex.org/W7116752998","https://openalex.org/W4400699283","https://openalex.org/W4406163047","https://openalex.org/W4389522784","https://openalex.org/W4414022832","https://openalex.org/W4394722021","https://openalex.org/W7214023602","https://openalex.org/W4415602165"],"abstract_inverted_index":{"This":[0],"article":[1,149],"investigates":[2],"the":[3,32,47,58,67,78,87,91,108,113,122,125,166,176,214,222,243,275],"creative":[4,238],"potential":[5],"and":[6,23,60,76,107,110,128,142,157,165,196,237,284],"practical":[7,152,270],"use":[8],"of":[9,34,62,69,80,90,99,103,112,130,169,175,198,213,225,245,252,261,277],"artificial":[10],"intelligence":[11],"in":[12,137,179,188,228,242,256,266,274],"architectural":[13,63,229,267],"visualization":[14,264],"by":[15],"testing":[16],"three":[17],"free":[18],"platforms:":[19],"Fabrie,":[20],"Mnml":[21],"AI":[22,25,52,132,205,263,287],"LookX":[24],"Cloud,":[26],"on":[27,73,119,221,232],"a":[28,35,39,193,289],"real":[29],"project":[30],"involving":[31],"design":[33,146,215,247,291],"single-story":[36],"house":[37],"with":[38],"summer":[40],"kitchen.":[41],"The":[42,84,148,217,249],"study":[43,123,177,218],"aims":[44],"to":[45,49,145,281],"assess":[46],"extent":[48],"which":[50],"these":[51],"tools":[53,206],"can":[54,207],"support":[55],"or":[56],"enhance":[57],"development":[59],"refinement":[61],"visualizations,":[64],"both":[65],"through":[66,77],"generation":[68,191],"new":[70],"renders":[71],"based":[72],"conceptual":[74],"sketches":[75],"processing":[79],"existing":[81,200],"visual":[82,116,235],"data.":[83,117],"methodology":[85],"involves":[86],"comparative":[88],"analysis":[89],"platforms\u2019":[92],"outputs":[93],"using":[94],"four":[95],"evaluation":[96,260],"criteria:":[97],"clarity":[98],"spatial":[100],"perception,":[101],"level":[102],"detailing,":[104],"emotional":[105],"expressiveness,":[106],"format":[109],"quality":[111],"final":[114],"exported":[115],"Based":[118],"this":[120,253],"framework,":[121],"identifies":[124],"respective":[126],"strengths":[127],"limitations":[129],"each":[131],"system,":[133],"highlighting":[134],"distinctive":[135],"characteristics":[136],"render":[138],"quality,":[139],"user":[140],"interface,":[141],"interpretive":[143],"responsiveness":[144],"prompts.":[147],"also":[150,219],"formulates":[151],"guidelines":[153],"for":[154],"data":[155],"preparation":[156],"prompt":[158],"formulation,":[159],"addressing":[160],"technical":[161],"constraints,":[162],"model":[163],"sensitivity,":[164],"iterative":[167],"nature":[168],"human-AI":[170,226],"interaction.":[171],"A":[172],"key":[173],"contribution":[174],"lies":[178,255],"its":[180,257],"dual":[181],"methodological":[182],"approach:":[183],"rendering":[184],"experiments":[185],"were":[186],"conducted":[187],"two":[189],"modes:":[190],"from":[192],"blank":[194],"sketch":[195],"enhancement":[197],"an":[199],"render,":[201],"thereby":[202],"illuminating":[203],"how":[204,233],"be":[208],"integrated":[209],"into":[210],"different":[211],"phases":[212],"workflow.":[216],"reflects":[220],"broader":[223],"implications":[224],"collaboration":[227],"practice,":[230],"focusing":[231],"authorship,":[234],"language,":[236],"decision-making":[239],"are":[240],"redefined":[241],"context":[244],"automated":[246],"assistance.":[248],"scientific":[250],"novelty":[251],"research":[254],"detailed,":[258],"real-case-based":[259],"emerging":[262],"platforms":[265],"work.":[268],"Its":[269],"significance":[271],"is":[272],"evident":[273],"set":[276],"recommendations":[278],"it":[279],"provides":[280],"architects,":[282],"designers,":[283],"educators":[285],"exploring":[286],"as":[288],"co-creative":[290],"partner.":[292]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-29T00:00:00"}
