{"id":"https://openalex.org/W4307249397","doi":"https://doi.org/10.1016/j.conbuildmat.2022.129518","title":"Determination of compressive strength of perlite-containing slag-based geopolymers and its prediction using artificial neural network and regression-based methods","display_name":"Determination of compressive strength of perlite-containing slag-based geopolymers and its prediction using artificial neural network and regression-based methods","publication_year":2022,"publication_date":"2022-10-25","ids":{"openalex":"https://openalex.org/W4307249397","doi":"https://doi.org/10.1016/j.conbuildmat.2022.129518"},"language":"en","primary_location":{"id":"doi:10.1016/j.conbuildmat.2022.129518","doi":"https://doi.org/10.1016/j.conbuildmat.2022.129518","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.conbuildmat.2022.129518","pdf_url":null,"source":{"id":"https://openalex.org/S29980478","display_name":"Construction and Building Materials","issn_l":"0950-0618","issn":["0950-0618","1879-0526"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Construction and Building Materials","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010376043","display_name":"Erdin\u00e7 Halis Alakara","orcid":"https://orcid.org/0000-0001-7925-4190","observed_orcids":["https://orcid.org/0000-0001-7925-4190"]},"institutions":[{"id":"https://openalex.org/I238144855","display_name":"Tokat Gaziosmanpa\u015fa \u00dcniversitesi","ror":"https://ror.org/01rpe9k96","country_code":"TR","type":"education","lineage":["https://openalex.org/I238144855"]},{"id":"https://openalex.org/I45642913","display_name":"K\u0131r\u0131kkale University","ror":"https://ror.org/01zhwwf82","country_code":"TR","type":"education","lineage":["https://openalex.org/I45642913"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erdinc H. Alakara","raw_affiliation_strings":["Department of Civil Engineering, Tokat Gaziosmanpasa University, Tokat 60150, T\u00fcrkiye","Institute of Science, K\u0131r\u0131kkale University, K\u0131r\u0131kkale 71451, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Tokat Gaziosmanpasa University, Tokat 60150, T\u00fcrkiye","institution_ids":["https://openalex.org/I238144855"]},{"raw_affiliation_string":"Institute of Science, K\u0131r\u0131kkale University, K\u0131r\u0131kkale 71451, T\u00fcrkiye","institution_ids":["https://openalex.org/I45642913"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031536876","display_name":"Sinan Nacar","orcid":"https://orcid.org/0000-0003-2497-5032","observed_orcids":["https://orcid.org/0000-0003-2497-5032"]},"institutions":[{"id":"https://openalex.org/I238144855","display_name":"Tokat Gaziosmanpa\u015fa \u00dcniversitesi","ror":"https://ror.org/01rpe9k96","country_code":"TR","type":"education","lineage":["https://openalex.org/I238144855"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sinan Nacar","raw_affiliation_strings":["Department of Civil Engineering, Tokat Gaziosmanpasa University, Tokat 60150, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Tokat Gaziosmanpasa University, Tokat 60150, T\u00fcrkiye","institution_ids":["https://openalex.org/I238144855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012690004","display_name":"\u00d6zer Sevim","orcid":"https://orcid.org/0000-0001-8535-2344","observed_orcids":["https://orcid.org/0000-0001-8535-2344"]},"institutions":[{"id":"https://openalex.org/I45642913","display_name":"K\u0131r\u0131kkale University","ror":"https://ror.org/01zhwwf82","country_code":"TR","type":"education","lineage":["https://openalex.org/I45642913"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ozer Sevim","raw_affiliation_strings":["Department of Civil Engineering, K\u0131r\u0131kkale University, K\u0131r\u0131kkale 71451, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, K\u0131r\u0131kkale University, K\u0131r\u0131kkale 71451, T\u00fcrkiye","institution_ids":["https://openalex.org/I45642913"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Serdar Korkmaz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204483917","display_name":"Ahi Evran University","ror":"https://ror.org/05rrfpt58","country_code":"TR","type":"education","lineage":["https://openalex.org/I204483917"]},{"id":"https://openalex.org/I45642913","display_name":"K\u0131r\u0131kkale University","ror":"https://ror.org/01zhwwf82","country_code":"TR","type":"education","lineage":["https://openalex.org/I45642913"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Serdar Korkmaz","raw_affiliation_strings":["Department of Construction Technology, K\u0131rsehir Ahi Evran University, K\u0131rsehir 40360, T\u00fcrkiye","Institute of Science, K\u0131r\u0131kkale University, K\u0131r\u0131kkale 71451, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Construction Technology, K\u0131rsehir Ahi Evran University, K\u0131rsehir 40360, T\u00fcrkiye","institution_ids":["https://openalex.org/I204483917"]},{"raw_affiliation_string":"Institute of Science, K\u0131r\u0131kkale University, K\u0131r\u0131kkale 71451, T\u00fcrkiye","institution_ids":["https://openalex.org/I45642913"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001887676","display_name":"\u0130lhami Demir","orcid":"https://orcid.org/0000-0002-8230-4053","observed_orcids":["https://orcid.org/0000-0002-8230-4053","https://orcid.org/0000-0003-0827-9168"]},"institutions":[{"id":"https://openalex.org/I45642913","display_name":"K\u0131r\u0131kkale University","ror":"https://ror.org/01zhwwf82","country_code":"TR","type":"education","lineage":["https://openalex.org/I45642913"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ilhami Demir","raw_affiliation_strings":["Department of Civil Engineering, K\u0131r\u0131kkale University, K\u0131r\u0131kkale 71451, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, K\u0131r\u0131kkale University, K\u0131r\u0131kkale 71451, T\u00fcrkiye","institution_ids":["https://openalex.org/I45642913"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012690004"],"corresponding_institution_ids":["https://openalex.org/I45642913"],"apc_list":{"value":3780,"currency":"USD","value_usd":3780},"apc_paid":null,"fwci":3.5039,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.93473919,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"359","issue":null,"first_page":"129518","last_page":"129518"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10033","display_name":"Concrete and Cement Materials Research","score":0.9848999977111816,"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":0.9848999977111816,"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/T13140","display_name":"Materials Engineering and Processing","score":0.0020000000949949026,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/slag-based-geopolymer","display_name":"slag-based geopolymer","score":0.9700000286102295},{"id":"https://openalex.org/keywords/perlite","display_name":"perlite","score":0.7210000157356262},{"id":"https://openalex.org/keywords/compressive-strength","display_name":"compressive strength","score":0.8550000190734863},{"id":"https://openalex.org/keywords/strength-prediction","display_name":"strength prediction","score":0.7870000004768372},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.718999981880188},{"id":"https://openalex.org/keywords/multivariate-adaptive-regression-splines","display_name":"multivariate adaptive regression splines","score":0.9959999918937683},{"id":"https://openalex.org/keywords/treenet","display_name":"TreeNet","score":0.9620000123977661},{"id":"https://openalex.org/keywords/sodium-hydroxide-molarity","display_name":"sodium hydroxide molarity","score":0.9559999704360962},{"id":"https://openalex.org/keywords/curing-time","display_name":"curing time","score":0.8320000171661377},{"id":"https://openalex.org/keywords/curing-temperature","display_name":"curing temperature","score":0.9779999852180481},{"id":"https://openalex.org/keywords/thermal-curing","display_name":"thermal curing","score":0.6629999876022339}],"concepts":[{"id":"https://openalex.org/C30407753","wikidata":"https://www.wikidata.org/wiki/Q186191","display_name":"Compressive strength","level":2,"score":0.6659402847290039},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6653888821601868},{"id":"https://openalex.org/C132976073","wikidata":"https://www.wikidata.org/wiki/Q2991861","display_name":"Curing (chemistry)","level":2,"score":0.6535133123397827},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.6279309391975403},{"id":"https://openalex.org/C2780837464","wikidata":"https://www.wikidata.org/wiki/Q26462","display_name":"Geopolymer","level":3,"score":0.5967177152633667},{"id":"https://openalex.org/C2780302967","wikidata":"https://www.wikidata.org/wiki/Q655819","display_name":"Perlite","level":2,"score":0.5343399047851562},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4982025623321533},{"id":"https://openalex.org/C83260615","wikidata":"https://www.wikidata.org/wiki/Q6773121","display_name":"Mars Exploration Program","level":2,"score":0.48633891344070435},{"id":"https://openalex.org/C2778562268","wikidata":"https://www.wikidata.org/wiki/Q102769","display_name":"Sodium hydroxide","level":2,"score":0.4822981357574463},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.42722728848457336},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.41717618703842163},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.38952454924583435},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.3205142617225647},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2540908455848694},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23291414976119995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1778952181339264},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.16318818926811218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.11897379159927368},{"id":"https://openalex.org/C64946054","wikidata":"https://www.wikidata.org/wiki/Q4874476","display_name":"Bayesian multivariate linear regression","level":3,"score":0.10893559455871582},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.076851487159729},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.conbuildmat.2022.129518","doi":"https://doi.org/10.1016/j.conbuildmat.2022.129518","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.conbuildmat.2022.129518","pdf_url":null,"source":{"id":"https://openalex.org/S29980478","display_name":"Construction and Building Materials","issn_l":"0950-0618","issn":["0950-0618","1879-0526"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Construction and Building Materials","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W1481829876","https://openalex.org/W1590231488","https://openalex.org/W1678356000","https://openalex.org/W1964208729","https://openalex.org/W1968819489","https://openalex.org/W1974431624","https://openalex.org/W1979721602","https://openalex.org/W1997145451","https://openalex.org/W1999457110","https://openalex.org/W2004606707","https://openalex.org/W2020656512","https://openalex.org/W2022525371","https://openalex.org/W2024952796","https://openalex.org/W2033157122","https://openalex.org/W2046062155","https://openalex.org/W2047036241","https://openalex.org/W2054737818","https://openalex.org/W2056371893","https://openalex.org/W2056713636","https://openalex.org/W2056947127","https://openalex.org/W2058998445","https://openalex.org/W2064075950","https://openalex.org/W2070638918","https://openalex.org/W2076548409","https://openalex.org/W2085825406","https://openalex.org/W2089058740","https://openalex.org/W2102201073","https://openalex.org/W2102609368","https://openalex.org/W2114711884","https://openalex.org/W2123474505","https://openalex.org/W2132387571","https://openalex.org/W2170242247","https://openalex.org/W2216444323","https://openalex.org/W2229432482","https://openalex.org/W2289976105","https://openalex.org/W2316026498","https://openalex.org/W2321287801","https://openalex.org/W2398395770","https://openalex.org/W2402594575","https://openalex.org/W2547655698","https://openalex.org/W2566906549","https://openalex.org/W2593848727","https://openalex.org/W2620577456","https://openalex.org/W2804425316","https://openalex.org/W2829445754","https://openalex.org/W2898826654","https://openalex.org/W2912861478","https://openalex.org/W2920965395","https://openalex.org/W2920977929","https://openalex.org/W2925021058","https://openalex.org/W2925700532","https://openalex.org/W2942652589","https://openalex.org/W2955836033","https://openalex.org/W2975163794","https://openalex.org/W2980539464","https://openalex.org/W2993243199","https://openalex.org/W2996255907","https://openalex.org/W2999509176","https://openalex.org/W3009211770","https://openalex.org/W3009309864","https://openalex.org/W3009520784","https://openalex.org/W3028238929","https://openalex.org/W3043351950","https://openalex.org/W3043581644","https://openalex.org/W3047650667","https://openalex.org/W3080952128","https://openalex.org/W3088943422","https://openalex.org/W3091861915","https://openalex.org/W3097714896","https://openalex.org/W3108464452","https://openalex.org/W3125850143","https://openalex.org/W3146302276","https://openalex.org/W3157588640","https://openalex.org/W3158243701","https://openalex.org/W3159185355","https://openalex.org/W3161474089","https://openalex.org/W3172163026","https://openalex.org/W3173408620","https://openalex.org/W3192099090","https://openalex.org/W3192644538","https://openalex.org/W3197593662","https://openalex.org/W3205155340","https://openalex.org/W4210399140","https://openalex.org/W4220979213","https://openalex.org/W4224286372","https://openalex.org/W4281782039","https://openalex.org/W4283213201","https://openalex.org/W4291295752"],"related_works":["https://openalex.org/W4400602021","https://openalex.org/W4409157558","https://openalex.org/W2031639432","https://openalex.org/W2138866302","https://openalex.org/W3205155340","https://openalex.org/W3202630262","https://openalex.org/W4225472011","https://openalex.org/W4212961878","https://openalex.org/W3157512436","https://openalex.org/W4394985562"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-10-30T00:00:00"}