Performance level controlled efficiency of graphene nanoplatelets in cementitious composites

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Özet

Graphene nanoplatelets (nGP) have been widely reported as effective nano-reinforcements for cementitious composites; however, their optimal dosage remains inconsistent across existing studies. This variability is commonly attributed to nanomaterial-related parameters, whereas the influence of the cementitious matrix’s inherent performance is rarely systematically examined. In this study, cementitious matrices with distinct performance levels were designed by varying water-to-binder ratios (0.55, 0.40, and 0.30) and incorporating silica fume. Their interaction with nGP was experimentally investigated, with contents up to 2.4% being used. A total of 25 mix designs were evaluated for fresh-state behavior, mechanical performance, transport properties, and microstructural characteristics. The results indicate that the efficiency and optimal utilization of nGP are strongly governed by the matrix performance level. High-performance matrices (water-to-binder (w/b) = 0.30, 11% silica fume) achieved peak performance at 1.2% nGP, yielding compressive strength of 118.2 MPa and up to 50% reduction in capillary water transport, whereas low-performance matrices (w/b = 0.55) exhibited limited sensitivity to nGP incorporation. Microstructural observations confirmed that matrix densification improved nGP integration and hierarchical pore refinement by enhancing interfacial bonding, thereby restricting capillary water transport. The findings demonstrate that optimal nGP dosage cannot be treated as an intrinsic material parameter and should instead be defined in relation to matrix performance level, enabling performance-based dosage guidelines for nano-engineered composites in high-durability applications.

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https://doi.org/10.1038/s41598-026-59566-9Yayıncı resmi DOI adresi
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dc.contributor.authorŞahin, Yaren
dc.contributor.authorÖksüzer, Nurullah
dc.contributor.authorKütük, Sezai
dc.contributor.authorGökçe, Hacı Süleyman
dc.date.accessioned2026-10-29T19:08:14.697408235Z
dc.date.available2026-10-29T19:08:14.697408235Z
dc.date.issued2026
dc.description.abstractGraphene nanoplatelets (nGP) have been widely reported as effective nano-reinforcements for cementitious composites; however, their optimal dosage remains inconsistent across existing studies. This variability is commonly attributed to nanomaterial-related parameters, whereas the influence of the cementitious matrix’s inherent performance is rarely systematically examined. In this study, cementitious matrices with distinct performance levels were designed by varying water-to-binder ratios (0.55, 0.40, and 0.30) and incorporating silica fume. Their interaction with nGP was experimentally investigated, with contents up to 2.4% being used. A total of 25 mix designs were evaluated for fresh-state behavior, mechanical performance, transport properties, and microstructural characteristics. The results indicate that the efficiency and optimal utilization of nGP are strongly governed by the matrix performance level. High-performance matrices (water-to-binder (w/b) = 0.30, 11% silica fume) achieved peak performance at 1.2% nGP, yielding compressive strength of 118.2 MPa and up to 50% reduction in capillary water transport, whereas low-performance matrices (w/b = 0.55) exhibited limited sensitivity to nGP incorporation. Microstructural observations confirmed that matrix densification improved nGP integration and hierarchical pore refinement by enhancing interfacial bonding, thereby restricting capillary water transport. The findings demonstrate that optimal nGP dosage cannot be treated as an intrinsic material parameter and should instead be defined in relation to matrix performance level, enabling performance-based dosage guidelines for nano-engineered composites in high-durability applications.
dc.description.sponsorshipKaradeniz Teknik niversitesi [FBB-2024-11167]
dc.description.sponsorshipRecep Tayyip Erdogan niversitesi [02026003031217]
dc.identifier.articlenumber31737
dc.identifier.doi10.1038/s41598-026-59566-9
dc.identifier.issn2045-2322
dc.identifier.issue1
dc.identifier.pmid42431938
dc.identifier.scopus2-s2.0-105053310876
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/11301
dc.identifier.volume16
dc.identifier.wosWOS:001900284700013
dc.language.isoen
dc.publisherNature Research
dc.relation.ispartofScientific Reports
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectGraphene nanoplatelets
dc.subjectMatrix densification
dc.subjectPerformance-based design
dc.subjectPore structure refinement
dc.subject.classificationMultidisciplinary Sciences
dc.subject.classificationScience & Technology - Other Topics
dc.subject.otherSILICA FUME
dc.subject.otherPACKING DENSITY
dc.subject.otherCONCRETE
dc.subject.otherMICROSTRUCTURE
dc.subject.otherMETAKAOLIN
dc.subject.otherRESISTANCE
dc.subject.otherDISPERSION
dc.subject.otherSTRENGTH
dc.subject.otherROLES
dc.subject.otherWATER
dc.titlePerformance level controlled efficiency of graphene nanoplatelets in cementitious composites
dc.typeArticle
rdl.citation.openalex1
rdl.citation.scopus0
rdl.citation.wos1
rdl.departmentGraduate Education Institute, Bayburt University, Bayburt, 69010, Türkiye
rdl.departmentTechnology Faculty, Department of Civil Engineering, Karadeniz Technical University, Trabzon, 61830, Türkiye
rdl.departmentFaculty of Turgut Kıran Maritime, Department of Marine Engineering, Recep Tayyip Erdogan University, Rize, 53900, Türkiye
rdl.departmentFaculty of Engineering, Department of Civil Engineering, İzmir Democracy University, İzmir, 35140, Türkiye
rdl.oa.statusgold
rdl.oa.urlhttps://www.nature.com/articles/s41598-026-59566-9.pdf
rdl.scopus.quartileQ1
rdl.sdgSDG09
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.source.indexPUBMED
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)