{"id":"https://openalex.org/W7171552014","doi":"https://doi.org/10.22266/ijies2026.0831.50","title":"CALIBER: A Reliability-aware Information-analytical System for Composite material Strength Prediction with Cross-dataset Validation","display_name":"CALIBER: A Reliability-aware Information-analytical System for Composite material Strength Prediction with Cross-dataset Validation","publication_year":2026,"publication_date":"2026-07-28","ids":{"openalex":"https://openalex.org/W7171552014","doi":"https://doi.org/10.22266/ijies2026.0831.50"},"language":"en","primary_location":{"id":"doi:10.22266/ijies2026.0831.50","doi":"https://doi.org/10.22266/ijies2026.0831.50","is_oa":true,"landing_page_url":"https://doi.org/10.22266/ijies2026.0831.50","pdf_url":"https://doi.org/10.22266/ijies2026.0831.50","source":{"id":"https://openalex.org/S2764379787","display_name":"International journal of intelligent engineering and systems","issn_l":"1882-708X","issn":["1882-708X","2185-310X","2185-3118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4365922016","host_organization_name":"Intelligent Networks and Systems Society","host_organization_lineage":["https://openalex.org/P4365922016"],"host_organization_lineage_names":["Intelligent Networks and Systems Society"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Engineering and Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.22266/ijies2026.0831.50","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119317079","display_name":"Magzhan Sarsenbay","orcid":"https://orcid.org/0009-0003-5365-5297","observed_orcids":["https://orcid.org/0009-0003-5365-5297"]},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Magzhan Sarsenbay","raw_affiliation_strings":["\u00b2Istanbul Technical University , Istanbul , Turkey \u00b3Department of Information Technologies ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00b2Istanbul Technical University , Istanbul , Turkey \u00b3Department of Information Technologies ,","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033139048","display_name":"Zhuzbayev Serik","orcid":"https://orcid.org/0000-0002-0018-6816","observed_orcids":["https://orcid.org/0000-0002-0018-6816"]},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Serik Zhuzbayev","raw_affiliation_strings":["\u00b2Istanbul Technical University , Istanbul , Turkey \u00b3Department of Information Technologies ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00b2Istanbul Technical University , Istanbul , Turkey \u00b3Department of Information Technologies ,","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5143848938","display_name":"Ibraheem Shayea","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I10232997","display_name":"L. N. Gumilyov Eurasian National University","ror":"https://ror.org/0242cby63","country_code":"KZ","type":"education","lineage":["https://openalex.org/I10232997"]},{"id":"https://openalex.org/I3130777500","display_name":"Turan University","ror":"https://ror.org/045mxyc94","country_code":"KZ","type":"education","lineage":["https://openalex.org/I3130777500"]},{"id":"https://openalex.org/I4210162802","display_name":"Kazakh Technology and Business University named after K.Kulazhanov","ror":"https://ror.org/054r9x893","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210162802"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Ibraheem Shayea","raw_affiliation_strings":["Turan-Astana University , Astana , Kazakhstan","\u00b9Department of Information Systems , L.N. Gumilyov Eurasian National University , Astana , Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Turan-Astana University , Astana , Kazakhstan","institution_ids":["https://openalex.org/I3130777500","https://openalex.org/I4210162802"]},{"raw_affiliation_string":"\u00b9Department of Information Systems , L.N. Gumilyov Eurasian National University , Astana , Kazakhstan","institution_ids":["https://openalex.org/I10232997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5143813581","display_name":"Askar Bakytzhan","orcid":"https://orcid.org/0009-0005-8320-6139","observed_orcids":["https://orcid.org/0009-0005-8320-6139"]},"institutions":[{"id":"https://openalex.org/I3130777500","display_name":"Turan University","ror":"https://ror.org/045mxyc94","country_code":"KZ","type":"education","lineage":["https://openalex.org/I3130777500"]},{"id":"https://openalex.org/I4210162802","display_name":"Kazakh Technology and Business University named after K.Kulazhanov","ror":"https://ror.org/054r9x893","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210162802"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Askar Bakytzhan","raw_affiliation_strings":["Turan-Astana University , Astana , Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Turan-Astana University , Astana , Kazakhstan","institution_ids":["https://openalex.org/I3130777500","https://openalex.org/I4210162802"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36437291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"8","first_page":"971","last_page":"983"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9922000169754028,"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"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9922000169754028,"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"}},{"id":"https://openalex.org/T10687","display_name":"Innovative concrete reinforcement materials","score":0.0012000000569969416,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/cross-dataset-validation","display_name":"cross-dataset validation","score":0.7760000228881836},{"id":"https://openalex.org/keywords/cementitious-composites","display_name":"cementitious composites","score":0.9039999842643738},{"id":"https://openalex.org/keywords/concrete-mixtures","display_name":"concrete mixtures","score":0.9110000133514404},{"id":"https://openalex.org/keywords/steel-fiber-reinforced-concrete","display_name":"steel fiber reinforced concrete","score":0.9459999799728394},{"id":"https://openalex.org/keywords/composition-design","display_name":"compositional design","score":0.3630000054836273}],"concepts":[{"id":"https://openalex.org/C98214594","wikidata":"https://www.wikidata.org/wiki/Q850275","display_name":"Conformal map","level":2,"score":0.7833999991416931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7184000015258789},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6779000163078308},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.57669997215271},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5034999847412109},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4374000132083893},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.4165000021457672},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.3944999873638153},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.38690000772476196},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.3840999901294708},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.375},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.3587000072002411},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.3411000072956085},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.34049999713897705},{"id":"https://openalex.org/C2779666059","wikidata":"https://www.wikidata.org/wiki/Q45190","display_name":"Cementitious","level":3,"score":0.3066999912261963},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.2955999970436096},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.27570000290870667},{"id":"https://openalex.org/C180478085","wikidata":"https://www.wikidata.org/wiki/Q1973366","display_name":"Universal testing machine","level":3,"score":0.2669999897480011},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.2526000142097473},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.22266/ijies2026.0831.50","doi":"https://doi.org/10.22266/ijies2026.0831.50","is_oa":true,"landing_page_url":"https://doi.org/10.22266/ijies2026.0831.50","pdf_url":"https://doi.org/10.22266/ijies2026.0831.50","source":{"id":"https://openalex.org/S2764379787","display_name":"International journal of intelligent engineering and systems","issn_l":"1882-708X","issn":["1882-708X","2185-310X","2185-3118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4365922016","host_organization_name":"Intelligent Networks and Systems Society","host_organization_lineage":["https://openalex.org/P4365922016"],"host_organization_lineage_names":["Intelligent Networks and Systems Society"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Engineering and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.22266/ijies2026.0831.50","doi":"https://doi.org/10.22266/ijies2026.0831.50","is_oa":true,"landing_page_url":"https://doi.org/10.22266/ijies2026.0831.50","pdf_url":"https://doi.org/10.22266/ijies2026.0831.50","source":{"id":"https://openalex.org/S2764379787","display_name":"International journal of intelligent engineering and systems","issn_l":"1882-708X","issn":["1882-708X","2185-310X","2185-3118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4365922016","host_organization_name":"Intelligent Networks and Systems Society","host_organization_lineage":["https://openalex.org/P4365922016"],"host_organization_lineage_names":["Intelligent Networks and Systems Society"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Engineering and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7171552014.pdf","grobid_xml":"https://content.openalex.org/works/W7171552014.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1499689786","https://openalex.org/W1553101044","https://openalex.org/W1570912112","https://openalex.org/W1678356000","https://openalex.org/W2061933243","https://openalex.org/W2295598076","https://openalex.org/W2296719434","https://openalex.org/W2787894218","https://openalex.org/W2911964244","https://openalex.org/W2964060211","https://openalex.org/W4239510810","https://openalex.org/W4283579537","https://openalex.org/W4361012985","https://openalex.org/W4390362849","https://openalex.org/W4399524088","https://openalex.org/W4399851998","https://openalex.org/W4400279450","https://openalex.org/W4402316277","https://openalex.org/W4408248767","https://openalex.org/W4412949898","https://openalex.org/W4413067309","https://openalex.org/W4415818586","https://openalex.org/W6944339752","https://openalex.org/W7129731945"],"related_works":["https://openalex.org/W2017482342","https://openalex.org/W7214032027","https://openalex.org/W2974909722","https://openalex.org/W3136564151","https://openalex.org/W2802101055","https://openalex.org/W7161996762","https://openalex.org/W7211918828","https://openalex.org/W6968562934","https://openalex.org/W4288063613","https://openalex.org/W2607554975"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"accelerates":[2],"composite-material":[3],"design":[4],"by":[5,136],"predicting":[6],"mechanical":[7],"properties":[8],"from":[9,79],"composition,":[10],"reducing":[11],"costly":[12],"physical":[13,138],"testing.Conventional":[14],"models":[15],"return":[16],"a":[17,46,52,57,65,70,74,84,91,109],"single":[18],"value":[19],"with":[20,60,112],"no":[21],"indication":[22],"of":[23],"its":[24],"trustworthiness,":[25],"and":[26,37,64,68,103],"the":[27,113,115,120,124,130],"reliability":[28],"tools":[29],"that":[30,55,77],"could":[31],"supply":[32],"this,":[33],"namely":[34],"conformal":[35,61,116],"intervals":[36,63],"domain-of-applicability":[38,66],"detectors,":[39],"are":[40],"seldom":[41],"tested":[42],"for":[43,90],"transfer":[44],"to":[45],"new":[47],"material.This":[48],"paper":[49],"presents":[50],"CALIBER,":[51],"reliability-aware":[53],"system":[54],"augments":[56],"gradient-boosting":[58],"core":[59],"prediction":[62],"detector,":[67],"introduces":[69],"novelty-error":[71],"coupling":[72],"criterion:":[73],"pre-deployment":[75],"test":[76],"determines,":[78],"calibration":[80],"data":[81],"alone,":[82],"whether":[83],"domain":[85,125],"detector":[86,126],"will":[87],"be":[88],"informative":[89],"dataset.CALIBER":[92],"is":[93,134],"evaluated":[94],"on":[95],"two":[96,121],"cementitious":[97],"composite":[98],"datasets,":[99],"1,005":[100],"concrete":[101,106,132],"mixtures":[102],"307":[104],"steel-fibre-reinforced":[105,131],"specimens,":[107],"under":[108],"leakage-free":[110],"protocol.Consistent":[111],"criterion,":[114],"interval":[117],"transfers":[118],"between":[119],"datasets":[122],"whereas":[123],"does":[127],"not,":[128],"because":[129],"error":[133],"governed":[135],"one":[137],"variable":[139],"rather":[140],"than":[141],"featurespace":[142],"novelty.":[143]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-07-29T00:00:00"}
