{"id":"https://openalex.org/W4410536978","doi":"https://doi.org/10.1109/access.2025.3571825","title":"Conditional Generation of Building Bubble Diagrams Based on Stochastic Differential Equations","display_name":"Conditional Generation of Building Bubble Diagrams Based on Stochastic Differential Equations","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410536978","doi":"https://doi.org/10.1109/access.2025.3571825"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3571825","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3571825","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3571825","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021377515","display_name":"Zhirou Wei","orcid":"https://orcid.org/0000-0002-6945-5228"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Zhiwen Wei","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-6945-5228","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Joonki Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joonki Lee","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075277180","display_name":"Hyeongmo Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeongmo Gu","raw_affiliation_strings":["School of Architecture, Kyungpook National University, Daegu, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059807737","display_name":"Seungyeon Choo","orcid":"https://orcid.org/0000-0002-8463-5307"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seungyeon Choo","raw_affiliation_strings":["School of Architecture, Kyungpook National University, Daegu, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-8463-5307","affiliations":[{"raw_affiliation_string":"School of Architecture, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056962236","display_name":"Jaeil Kim","orcid":"https://orcid.org/0000-0002-9799-1773"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaeil Kim","raw_affiliation_strings":["School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Kyungpook National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09756098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"98860","last_page":"98875"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12698","display_name":"3D Modeling in Geospatial Applications","score":0.05700000002980232,"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"}},"topics":[{"id":"https://openalex.org/T12698","display_name":"3D Modeling in Geospatial Applications","score":0.05700000002980232,"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/bubble","display_name":"Bubble","score":0.737779974937439},{"id":"https://openalex.org/keywords/stochastic-differential-equation","display_name":"Stochastic differential equation","score":0.5920169353485107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5113553404808044},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4404032230377197},{"id":"https://openalex.org/keywords/differential-equation","display_name":"Differential equation","score":0.4232354760169983},{"id":"https://openalex.org/keywords/stochastic-partial-differential-equation","display_name":"Stochastic partial differential equation","score":0.4173528850078583},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.37771034240722656},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.33561599254608154},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.299049437046051},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17749792337417603},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.15773001313209534},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1280762255191803}],"concepts":[{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.737779974937439},{"id":"https://openalex.org/C51955184","wikidata":"https://www.wikidata.org/wiki/Q1545585","display_name":"Stochastic differential equation","level":2,"score":0.5920169353485107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5113553404808044},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4404032230377197},{"id":"https://openalex.org/C78045399","wikidata":"https://www.wikidata.org/wiki/Q11214","display_name":"Differential equation","level":2,"score":0.4232354760169983},{"id":"https://openalex.org/C84629840","wikidata":"https://www.wikidata.org/wiki/Q16979017","display_name":"Stochastic partial differential equation","level":3,"score":0.4173528850078583},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.37771034240722656},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.33561599254608154},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.299049437046051},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17749792337417603},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.15773001313209534},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1280762255191803},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3571825","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3571825","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a8b88a4946d34135b893a1b84f3dea93","is_oa":true,"landing_page_url":"https://doaj.org/article/a8b88a4946d34135b893a1b84f3dea93","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 98860-98875 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3571825","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3571825","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4099999964237213}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324625","display_name":"Korea Agency for Infrastructure Technology Advancement","ror":"https://ror.org/00rxf7n07"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2798296074","https://openalex.org/W2805019413","https://openalex.org/W2913351693","https://openalex.org/W3015573230","https://openalex.org/W3015797924","https://openalex.org/W3036527662","https://openalex.org/W3107547765","https://openalex.org/W3167290312","https://openalex.org/W4289436753","https://openalex.org/W4313491971","https://openalex.org/W4360999343","https://openalex.org/W4385245566","https://openalex.org/W4386071795","https://openalex.org/W6684809622","https://openalex.org/W6733974131","https://openalex.org/W6747927160","https://openalex.org/W6748188831","https://openalex.org/W6750392246","https://openalex.org/W6752306858","https://openalex.org/W6754859408","https://openalex.org/W6763846873","https://openalex.org/W6765775151","https://openalex.org/W6766994275","https://openalex.org/W6767898565","https://openalex.org/W6774689120","https://openalex.org/W6774736260","https://openalex.org/W6775232875","https://openalex.org/W6779823529","https://openalex.org/W6786375611","https://openalex.org/W6790558058","https://openalex.org/W6809966130","https://openalex.org/W6810576860","https://openalex.org/W6840818090","https://openalex.org/W6843464061","https://openalex.org/W6855411913"],"related_works":["https://openalex.org/W620239920","https://openalex.org/W109055908","https://openalex.org/W2060658157","https://openalex.org/W2734530159","https://openalex.org/W1546584948","https://openalex.org/W2972896374","https://openalex.org/W2164842548","https://openalex.org/W2085400897","https://openalex.org/W3150981116","https://openalex.org/W3136773326"],"abstract_inverted_index":{"This":[0],"study":[1],"introduces":[2],"a":[3,36,71],"novel":[4],"conditional":[5,83],"generative":[6],"model":[7,81],"based":[8],"on":[9,58],"stochastic":[10],"differential":[11],"equations":[12],"(SDEs)":[13],"for":[14],"synthesizing":[15],"architectural":[16],"bubble":[17],"diagrams":[18,119],"that":[19,113,120],"meet":[20],"specific":[21],"customer":[22],"requirements.":[23],"The":[24,78],"forward":[25],"SDE":[26,43,56],"progressively":[27],"injects":[28],"noise":[29,46,87],"into":[30,35],"the":[31,41,45,49,54,59,62,66,94,97,114],"data,":[32],"transforming":[33],"it":[34],"tractable":[37],"prior":[38],"distribution,":[39],"while":[40],"reverse":[42,55],"removes":[44],"to":[47,74,88,106,122],"reconstruct":[48],"original":[50],"data":[51,63],"distribution.":[52],"Since":[53],"relies":[57],"gradient":[60],"of":[61,96],"distribution":[64],"(i.e.,":[65],"score":[67],"function),":[68],"we":[69,100],"employ":[70],"neural":[72],"network":[73],"approximate":[75],"these":[76],"gradients.":[77],"trained":[79],"score-based":[80],"enables":[82],"sampling":[84],"from":[85],"pure":[86],"generate":[89],"new":[90],"diagrams.":[91],"To":[92],"evaluate":[93],"quality":[95],"generated":[98,108],"outputs,":[99],"propose":[101],"an":[102],"effective":[103],"metric":[104],"tailored":[105],"conditionally":[107],"graphs.":[109],"Experimental":[110],"results":[111],"demonstrate":[112],"proposed":[115],"framework":[116],"produces":[117],"high-quality":[118],"adhere":[121],"specified":[123],"structural":[124],"constraints.":[125]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
