{"id":"https://openalex.org/W4416322260","doi":"https://doi.org/10.1007/s44416-025-00033-5","title":"Multi-objective adaptive experimental approach for optimizing 3D concrete printing mixtures and parameters incorporating construction and demolition waste for sustainable construction","display_name":"Multi-objective adaptive experimental approach for optimizing 3D concrete printing mixtures and parameters incorporating construction and demolition waste for sustainable construction","publication_year":2025,"publication_date":"2025-11-18","ids":{"openalex":"https://openalex.org/W4416322260","doi":"https://doi.org/10.1007/s44416-025-00033-5"},"language":"en","primary_location":{"id":"doi:10.1007/s44416-025-00033-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44416-025-00033-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44416-025-00033-5.pdf","source":{"id":"https://openalex.org/S5407047667","display_name":"Discover Concrete and Cement","issn_l":"3059-2674","issn":["3059-2674"],"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Concrete and Cement","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s44416-025-00033-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107057156","display_name":"Thomas Tawiah Baah","orcid":null},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Thomas Tawiah Baah","raw_affiliation_strings":["Civil and Architectural Engineering and Mechanics, University of Arizona, Tucson, AZ, 85721, USA","Department of Materials Science and Engineering, University of Arizona, Tucson, AZ, 85721, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil and Architectural Engineering and Mechanics, University of Arizona, Tucson, AZ, 85721, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, University of Arizona, Tucson, AZ, 85721, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100619153","display_name":"Hee-Jeong Kim","orcid":"https://orcid.org/0000-0001-5720-1370"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hee-Jeong Kim","raw_affiliation_strings":["Civil and Architectural Engineering and Mechanics, University of Arizona, Tucson, AZ, 85721, USA","Department of Materials Science and Engineering, University of Arizona, Tucson, AZ, 85721, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil and Architectural Engineering and Mechanics, University of Arizona, Tucson, AZ, 85721, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, University of Arizona, Tucson, AZ, 85721, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043536344","display_name":"Marat I. Latypov","orcid":"https://orcid.org/0000-0003-4416-0877"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]},{"id":"https://openalex.org/I4210131439","display_name":"Applied Mathematics (United States)","ror":"https://ror.org/03seew607","country_code":"US","type":"company","lineage":["https://openalex.org/I4210131439"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marat I. Latypov","raw_affiliation_strings":["Department of Materials Science and Engineering, University of Arizona, Tucson, AZ, 85721, USA","Graduate Interdisciplinary Program in Applied Mathematics, University of Arizona, Tucson, AZ, 85721, USA"],"raw_orcid":"https://orcid.org/0000-0003-4416-0877","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, University of Arizona, Tucson, AZ, 85721, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"Graduate Interdisciplinary Program in Applied Mathematics, University of Arizona, Tucson, AZ, 85721, USA","institution_ids":["https://openalex.org/I138006243","https://openalex.org/I4210131439"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5107057156"],"corresponding_institution_ids":["https://openalex.org/I138006243"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35596796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12190","display_name":"Innovations in Concrete and Construction Materials","score":0.9962000250816345,"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/T12190","display_name":"Innovations in Concrete and Construction Materials","score":0.9962000250816345,"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"}},{"id":"https://openalex.org/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10687","display_name":"Innovative concrete reinforcement materials","score":0.0005000000237487257,"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/demolition","display_name":"Demolition","score":0.6656000018119812},{"id":"https://openalex.org/keywords/compressive-strength","display_name":"Compressive strength","score":0.5734000205993652},{"id":"https://openalex.org/keywords/demolition-waste","display_name":"Demolition waste","score":0.4767000079154968},{"id":"https://openalex.org/keywords/sustainable-design","display_name":"Sustainable design","score":0.4636000096797943},{"id":"https://openalex.org/keywords/silica-fume","display_name":"Silica fume","score":0.4413999915122986},{"id":"https://openalex.org/keywords/design-of-experiments","display_name":"Design of experiments","score":0.3919999897480011},{"id":"https://openalex.org/keywords/construction-industry","display_name":"Construction industry","score":0.3481000065803528},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.3334999978542328}],"concepts":[{"id":"https://openalex.org/C2781469121","wikidata":"https://www.wikidata.org/wiki/Q331483","display_name":"Demolition","level":2,"score":0.6656000018119812},{"id":"https://openalex.org/C30407753","wikidata":"https://www.wikidata.org/wiki/Q186191","display_name":"Compressive strength","level":2,"score":0.5734000205993652},{"id":"https://openalex.org/C2778076428","wikidata":"https://www.wikidata.org/wiki/Q15798477","display_name":"Demolition waste","level":3,"score":0.4767000079154968},{"id":"https://openalex.org/C121217528","wikidata":"https://www.wikidata.org/wiki/Q523256","display_name":"Sustainable design","level":3,"score":0.4636000096797943},{"id":"https://openalex.org/C11839303","wikidata":"https://www.wikidata.org/wiki/Q2622096","display_name":"Silica fume","level":3,"score":0.4413999915122986},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.42570000886917114},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.3919999897480011},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.37770000100135803},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.35899999737739563},{"id":"https://openalex.org/C2984708878","wikidata":"https://www.wikidata.org/wiki/Q385378","display_name":"Construction industry","level":2,"score":0.3481000065803528},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.3334999978542328},{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.31139999628067017},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3109000027179718},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.29980000853538513},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.29339998960494995},{"id":"https://openalex.org/C524769229","wikidata":"https://www.wikidata.org/wiki/Q229367","display_name":"3D printing","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.28029999136924744},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.2782999873161316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2635999917984009},{"id":"https://openalex.org/C2776253312","wikidata":"https://www.wikidata.org/wiki/Q811861","display_name":"Construction waste","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s44416-025-00033-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44416-025-00033-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44416-025-00033-5.pdf","source":{"id":"https://openalex.org/S5407047667","display_name":"Discover Concrete and Cement","issn_l":"3059-2674","issn":["3059-2674"],"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Concrete and Cement","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s44416-025-00033-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44416-025-00033-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44416-025-00033-5.pdf","source":{"id":"https://openalex.org/S5407047667","display_name":"Discover Concrete and Cement","issn_l":"3059-2674","issn":["3059-2674"],"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Concrete and Cement","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416322260.pdf","grobid_xml":"https://content.openalex.org/works/W4416322260.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W2030488271","https://openalex.org/W2062779659","https://openalex.org/W2076429570","https://openalex.org/W2088501165","https://openalex.org/W2092969522","https://openalex.org/W2140968114","https://openalex.org/W2152012832","https://openalex.org/W2291270289","https://openalex.org/W2344513838","https://openalex.org/W2410677060","https://openalex.org/W2590319807","https://openalex.org/W2623803483","https://openalex.org/W2753170214","https://openalex.org/W2800610918","https://openalex.org/W2805429662","https://openalex.org/W2808508889","https://openalex.org/W2886568155","https://openalex.org/W2892531774","https://openalex.org/W2895555270","https://openalex.org/W2901141223","https://openalex.org/W2903177245","https://openalex.org/W2921670238","https://openalex.org/W2955584588","https://openalex.org/W2960078234","https://openalex.org/W2968099208","https://openalex.org/W3004460425","https://openalex.org/W3011091759","https://openalex.org/W3033193718","https://openalex.org/W3041089462","https://openalex.org/W3092985997","https://openalex.org/W3159861074","https://openalex.org/W3159995911","https://openalex.org/W3168750013","https://openalex.org/W3174510524","https://openalex.org/W3186894460","https://openalex.org/W3206204534","https://openalex.org/W3210804470","https://openalex.org/W4220979213","https://openalex.org/W4281666330","https://openalex.org/W4282943113","https://openalex.org/W4285585380","https://openalex.org/W4318301858","https://openalex.org/W4321602048","https://openalex.org/W4379799910","https://openalex.org/W4386006202","https://openalex.org/W4386390212","https://openalex.org/W4386932646","https://openalex.org/W4386980106","https://openalex.org/W4387909276","https://openalex.org/W4388430383","https://openalex.org/W4399150107","https://openalex.org/W4400522128","https://openalex.org/W4401820645","https://openalex.org/W4402300175","https://openalex.org/W4406162393","https://openalex.org/W4406682135","https://openalex.org/W4407318978","https://openalex.org/W4408567087"],"related_works":[],"abstract_inverted_index":{"3D":[0],"concrete":[1,185],"printing":[2,53,69,111,186],"(3DCP)":[3],"is":[4,44],"emerging":[5],"as":[6],"a":[7,15,58,179],"transformative":[8],"technology":[9],"in":[10,93,142,148,157,164,170],"the":[11,41,83,161,165,171],"construction":[12,28],"industry":[13],"with":[14,46,74,109,125,135,160,187],"potential":[16],"for":[17],"lower":[18],"manufacturing":[19],"costs,":[20],"enhanced":[21],"design":[22,67],"flexibility,":[23],"and":[24,29,51,68,127,173],"greater":[25],"efficiency.":[26],"Integrating":[27],"demolition":[30],"waste":[31],"(CDW)":[32],"into":[33],"3DCP":[34,114],"mixtures":[35],"offers":[36],"sustainability":[37],"benefits":[38],"but":[39],"at":[40,97],"same":[42],"time":[43],"associated":[45],"challenges":[47],"of":[48,65,95,102,115,154,190],"material":[49],"variability":[50],"complex":[52],"requirements.":[54],"This":[55],"study":[56],"introduces":[57],"multi-objective":[59,84],"Bayesian":[60,85,196],"approach":[61],"to":[62,117],"concurrent":[63],"optimization":[64,86,197],"mixture":[66,106],"parameters":[70,112],"targeting":[71],"superior":[72],"buildability":[73,96],"maximized":[75],"CDW":[76,100,133],"replacement.":[77],"Following":[78],"experimental":[79],"trials":[80],"driven":[81],"by":[82,168,194],"algorithm,":[87],"we":[88],"achieved":[89],"66":[90],"%":[91,99],"improvement":[92],"terms":[94],"97":[98],"replacement":[101],"natural":[103],"sand.":[104],"These":[105],"designs":[107],"together":[108],"optimized":[110],"allowed":[113],"six":[116],"ten":[118],"layers":[119],"without":[120],"collapse.":[121],"Mechanical":[122],"tests":[123,146],"combined":[124],"XRD":[126],"SEM":[128],"characterization":[129],"showed":[130],"that":[131,169],"higher":[132],"content":[134],"silica":[136],"fume":[137],"increased":[138],"compressive":[139,155],"strength,":[140],"particularly":[141],"cast":[143],"specimens.":[144],"The":[145],"performed":[147],"multiple":[149],"directions":[150],"further":[151],"revealed":[152],"anisotropy":[153],"strength":[156,163],"3D-printed":[158],"samples":[159],"highest":[162],"Y-direction":[166],"followed":[167],"X":[172],"Z":[174],"directions.":[175],"Our":[176],"findings":[177],"demonstrate":[178],"viable":[180],"path":[181],"toward":[182],"sustainable,":[183],"high-performance":[184],"substantial":[188],"use":[189],"recycled":[191],"materials":[192],"facilitated":[193],"multiobjective":[195],"approaches.":[198]},"counts_by_year":[],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-11-18T00:00:00"}