{"id":"https://openalex.org/W7225638060","doi":"https://doi.org/10.1007/s44290-026-00675-9","title":"A bibliometric analysis of innovation collaboration and sustainability in concrete and cementitious materials","display_name":"A bibliometric analysis of innovation collaboration and sustainability in concrete and cementitious materials","publication_year":2026,"publication_date":"2026-11-09","ids":{"openalex":"https://openalex.org/W7225638060","doi":"https://doi.org/10.1007/s44290-026-00675-9"},"language":"en","primary_location":{"id":"doi:10.1007/s44290-026-00675-9","doi":"https://doi.org/10.1007/s44290-026-00675-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44290-026-00675-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44290-026-00675-9.pdf","source":{"id":"https://openalex.org/S5407036627","display_name":"Discover Civil Engineering","issn_l":"2948-1546","issn":["2948-1546"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Civil Engineering","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://link.springer.com/content/pdf/10.1007/s44290-026-00675-9.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075422628","display_name":"Iin Shabrina Hilal","orcid":"https://orcid.org/0009-0009-9738-2343","observed_orcids":["https://orcid.org/0009-0009-9738-2343"]},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Iin Shabrina Hilal","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering, Universitas Syiah Kuala, Banda Aceh,  23111, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering, Universitas Syiah Kuala, Banda Aceh,  23111, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074687161","display_name":"Cut Fatmawati Ta","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Cut Fatmawati TA","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering, Universitas Syiah Kuala, Banda Aceh,  23111, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering, Universitas Syiah Kuala, Banda Aceh,  23111, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036388854","display_name":"Adrian Ulza","orcid":"https://orcid.org/0009-0000-4501-6514","observed_orcids":["https://orcid.org/0009-0000-4501-6514"]},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Adrian Ulza","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering, Universitas Syiah Kuala, Banda Aceh,  23111, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering, Universitas Syiah Kuala, Banda Aceh,  23111, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161311524","display_name":"Zahriah Zahriah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Zahriah Zahriah","raw_affiliation_strings":["Department of Architecture and Urban Planning, Faculty of Engineering, Universitas Syiah Kuala, Banda Aceh, 23111, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Architecture and Urban Planning, Faculty of Engineering, Universitas Syiah Kuala, Banda Aceh, 23111, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161356542","display_name":"T. Dany Dhaifullah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405254668","display_name":"Politeknik Negeri Lhokseumawe","ror":"https://ror.org/023p80x55","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405254668"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"T. Dany Dhaifullah","raw_affiliation_strings":["Department of Civil Engineering, Politeknik Negeri Lhokseumawe, Lhokseumawe, 24301, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Politeknik Negeri Lhokseumawe, Lhokseumawe, 24301, Indonesia","institution_ids":["https://openalex.org/I4405254668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119141656","display_name":"Qalbin Salim Fazli","orcid":"https://orcid.org/0009-0007-3695-7946","observed_orcids":["https://orcid.org/0009-0007-3695-7946"]},"institutions":[{"id":"https://openalex.org/I21881038","display_name":"IPB University","ror":"https://ror.org/05smgpd89","country_code":"ID","type":"education","lineage":["https://openalex.org/I21881038"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Qalbin Salim Fazli","raw_affiliation_strings":["Department of Plant Protection, Faculty of Agriculture, IPB University, Bogor, 16680, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Plant Protection, Faculty of Agriculture, IPB University, Bogor, 16680, Indonesia","institution_ids":["https://openalex.org/I21881038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102959348","display_name":"Ghalieb Mutig Idroes","orcid":"https://orcid.org/0009-0007-8125-4254","observed_orcids":["https://orcid.org/0009-0007-8125-4254"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ghalieb Mutig Idroes","raw_affiliation_strings":["Energy and Green Economics Unit, Graha Primera Saintifika, Aceh Besar, 23371, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Energy and Green Economics Unit, Graha Primera Saintifika, Aceh Besar, 23371, Indonesia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075422628"],"corresponding_institution_ids":["https://openalex.org/I187494767"],"apc_list":{"value":0,"currency":"USD","value_usd":0},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10033","display_name":"Concrete and Cement Materials Research","score":0.4323999881744385,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10033","display_name":"Concrete and Cement Materials Research","score":0.4323999881744385,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10102","display_name":"scientometrics and bibliometrics research","score":0.423799991607666,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13031","display_name":"Civil and Structural Engineering Research","score":0.02070000022649765,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/sustainable-concrete","display_name":"sustainable concrete","score":0.9940000176429749},{"id":"https://openalex.org/keywords/cementitious-materials","display_name":"cementitious materials","score":0.9940000176429749},{"id":"https://openalex.org/keywords/innovation-cooperation","display_name":"innovation cooperation","score":0.7940000295639038},{"id":"https://openalex.org/keywords/co-authorship-networks","display_name":"co-authorship networks","score":0.8199999928474426},{"id":"https://openalex.org/keywords/citation-bursts","display_name":"citation bursts","score":0.5740000009536743},{"id":"https://openalex.org/keywords/life-cycle-assessment","display_name":"life cycle assessment","score":0.8199999928474426},{"id":"https://openalex.org/keywords/construction-and-demolition-waste","display_name":"construction and demolition waste","score":0.9649999737739563},{"id":"https://openalex.org/keywords/recycled-aggregate","display_name":"recycled aggregate","score":0.9990000128746033},{"id":"https://openalex.org/keywords/self-healing-concrete","display_name":"self-healing concrete","score":0.8640000224113464},{"id":"https://openalex.org/keywords/co2-emissions","display_name":"CO2 emissions","score":0.4959999918937683},{"id":"https://openalex.org/keywords/pavement-engineering","display_name":"pavement engineering","score":0.5109999775886536},{"id":"https://openalex.org/keywords/3d-printing","display_name":"3D printing","score":0.5979999899864197},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.6970000267028809},{"id":"https://openalex.org/keywords/durability","display_name":"durability","score":0.42800000309944153},{"id":"https://openalex.org/keywords/circularity","display_name":"circularity","score":0.6110000014305115},{"id":"https://openalex.org/keywords/whole-life-carbon","display_name":"whole life carbon","score":0.875}],"concepts":[{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.6718999743461609},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.6510000228881836},{"id":"https://openalex.org/C2781469121","wikidata":"https://www.wikidata.org/wiki/Q331483","display_name":"Demolition","level":2,"score":0.5169000029563904},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4763000011444092},{"id":"https://openalex.org/C2778793908","wikidata":"https://www.wikidata.org/wiki/Q5122404","display_name":"Citation impact","level":3,"score":0.44290000200271606},{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.438400000333786},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.4325000047683716},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.4284999966621399},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.42570000886917114},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4129999876022339},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.40779998898506165},{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.4066999852657318},{"id":"https://openalex.org/C105345328","wikidata":"https://www.wikidata.org/wiki/Q206276","display_name":"Citation analysis","level":3,"score":0.4011000096797943},{"id":"https://openalex.org/C2779666059","wikidata":"https://www.wikidata.org/wiki/Q45190","display_name":"Cementitious","level":3,"score":0.3901999890804291},{"id":"https://openalex.org/C2777765086","wikidata":"https://www.wikidata.org/wiki/Q1785764","display_name":"Co-citation","level":3,"score":0.34860000014305115},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.33889999985694885},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.31029999256134033},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.3100000023841858},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3086000084877014},{"id":"https://openalex.org/C107053488","wikidata":"https://www.wikidata.org/wiki/Q2674423","display_name":"Construction engineering","level":1,"score":0.29600000381469727},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2939000129699707},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.29330000281333923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2874999940395355},{"id":"https://openalex.org/C2992915469","wikidata":"https://www.wikidata.org/wiki/Q2465832","display_name":"Scientific field","level":3,"score":0.2816999852657318},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.2773999869823456},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.26649999618530273},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s44290-026-00675-9","doi":"https://doi.org/10.1007/s44290-026-00675-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44290-026-00675-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44290-026-00675-9.pdf","source":{"id":"https://openalex.org/S5407036627","display_name":"Discover Civil Engineering","issn_l":"2948-1546","issn":["2948-1546"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Civil Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s44290-026-00675-9","doi":"https://doi.org/10.1007/s44290-026-00675-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44290-026-00675-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44290-026-00675-9.pdf","source":{"id":"https://openalex.org/S5407036627","display_name":"Discover Civil Engineering","issn_l":"2948-1546","issn":["2948-1546"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","vabb-shw"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Civil Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7811999917030334,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225638060.pdf","grobid_xml":"https://content.openalex.org/works/W7225638060.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1646074461","https://openalex.org/W2002828685","https://openalex.org/W2007480959","https://openalex.org/W2019413556","https://openalex.org/W2020880367","https://openalex.org/W2027364315","https://openalex.org/W2060027269","https://openalex.org/W2077580407","https://openalex.org/W2082237266","https://openalex.org/W2089136006","https://openalex.org/W2115142319","https://openalex.org/W2150583969","https://openalex.org/W2595478132","https://openalex.org/W2621412568","https://openalex.org/W2733890178","https://openalex.org/W2767791169","https://openalex.org/W2780521829","https://openalex.org/W2794202093","https://openalex.org/W2798019035","https://openalex.org/W2898456550","https://openalex.org/W2899644831","https://openalex.org/W2943017916","https://openalex.org/W3007449803","https://openalex.org/W3016340505","https://openalex.org/W3109457889","https://openalex.org/W3130724700","https://openalex.org/W4281912025","https://openalex.org/W4293766317","https://openalex.org/W4365515863","https://openalex.org/W4387375587","https://openalex.org/W4399500330","https://openalex.org/W4401809878","https://openalex.org/W4402309925","https://openalex.org/W4404006142","https://openalex.org/W4404022276","https://openalex.org/W4406205835","https://openalex.org/W4407338085","https://openalex.org/W4407641605","https://openalex.org/W4408962025","https://openalex.org/W4409608467","https://openalex.org/W4409695911","https://openalex.org/W4412176418","https://openalex.org/W4412552199","https://openalex.org/W4413256993","https://openalex.org/W4413308348","https://openalex.org/W4413801759","https://openalex.org/W4414067290","https://openalex.org/W4415230768","https://openalex.org/W4415740079","https://openalex.org/W7117759614"],"related_works":["https://openalex.org/W7216574168","https://openalex.org/W7161735514","https://openalex.org/W4409461194","https://openalex.org/W4415425541","https://openalex.org/W4414649996","https://openalex.org/W4410421220","https://openalex.org/W7172351234","https://openalex.org/W3198424042","https://openalex.org/W4417089147","https://openalex.org/W7115738510"],"abstract_inverted_index":{"Abstract":[0],"Research":[1],"on":[2,55],"sustainable":[3],"concrete":[4],"and":[5,21,37,49,51,67,78,83,91,127,134,148,157,162,172,182,186,191,199,207,232,240],"cementitious":[6],"materials":[7],"has":[8],"expanded":[9],"in":[10,95,111,196,205,218],"response":[11],"to":[12],"concerns":[13],"regarding":[14],"cement-related":[15],"emissions,":[16],"construction":[17],"waste,":[18,188],"resource":[19],"consumption,":[20],"infrastructure":[22],"performance.":[23],"This":[24],"study":[25],"maps":[26],"the":[27,98,103,197],"scientific":[28],"development,":[29],"collaboration":[30,136],"structure,":[31],"conceptual":[32],"organization,":[33],"temporal":[34],"research":[35,223],"attention,":[36],"intellectual":[38,200],"foundations":[39],"of":[40],"752":[41],"English-language":[42],"final":[43],"journal":[44],"articles":[45,94],"published":[46],"between":[47],"2002":[48],"2025":[50],"retrieved":[52],"from":[53,169],"Scopus":[54],"11":[56],"September":[57],"2025.":[58],"Bibliometric":[59],"performance":[60,180],"analysis":[61,80],"was":[62,113],"combined":[63],"with":[64,151,202,228],"author,":[65],"organizational,":[66],"country":[68],"co-authorship":[69,129],"networks,":[70],"author-keyword":[71],"co-occurrence,":[72],"keyword":[73],"citation-burst":[74],"detection,":[75],"reference":[76],"co-citation,":[77],"citation":[79,105,109,125],"using":[81],"VOSviewer":[82],"CiteSpace.":[84],"Publication":[85],"output":[86],"increased":[87],"markedly":[88],"after":[89],"2018":[90],"reached":[92],"157":[93],"2024,":[96],"whereas":[97],"2020":[99],"publication":[100,123],"cohort":[101],"accumulated":[102],"highest":[104],"count.":[106],"The":[107],"exceptional":[108],"peak":[110],"2009":[112],"predominantly":[114],"generated":[115],"by":[116],"a":[117,167],"single":[118],"influential":[119],"review.":[120],"China":[121],"led":[122],"output,":[124],"accumulation,":[126],"international":[128],"strength,":[130],"while":[131],"sustained":[132],"author":[133],"institutional":[135],"remained":[137],"concentrated":[138],"within":[139],"several":[140],"connected":[141,146],"groups.":[142],"Six":[143],"thematic":[144,198],"orientations":[145],"sustainability":[147],"life-cycle":[149,192,230],"assessment":[150,193,231],"material":[152],"performance,":[153,236],"structural":[154],"applications,":[155],"recycling":[156],"infrastructure,":[158],"data-driven":[159],"optimization,":[160],"durability,":[161,237],"self-healing.":[163],"Citation":[164],"bursts":[165],"indicated":[166],"transition":[168],"broad":[170],"civil-engineering":[171],"building":[173],"themes":[174],"toward":[175],"environmental":[176],"assessment,":[177],"3D":[178],"printing,":[179],"evaluation,":[181],"machine":[183],"learning.":[184],"Construction":[185],"demolition":[187],"recycled":[189],"aggregates,":[190],"were":[194],"prominent":[195],"structures,":[201],"additional":[203],"applications":[204],"pavement":[206],"road":[208],"engineering.":[209],"However,":[210],"bibliometric":[211],"prominence":[212],"does":[213],"not":[214],"establish":[215],"equivalent":[216],"reductions":[217],"real-world":[219],"carbon":[220],"emissions.":[221],"Future":[222],"should":[224],"combine":[225],"field":[226],"validation":[227],"harmonized":[229],"jointly":[233],"evaluate":[234],"engineering":[235],"cost,":[238],"circularity,":[239],"whole-life":[241],"carbon.":[242]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-10T00:00:00"}
