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Compressive strength of fly‐ash‐based geopolymer concrete by gene expression programming and random forest
Fly ash (FA) is a residual from thermal industries that has been effectively utilized in the
production of FA‐based geopolymer concrete (FGPC). To avoid time‐consuming and costly …
production of FA‐based geopolymer concrete (FGPC). To avoid time‐consuming and costly …
Novel machine learning applications on fly ash based concrete: an overview
A machine learning technique provides rapid access to various information models,
approaches, complex systems, and algorithms. In the present scenario the artificial neural …
approaches, complex systems, and algorithms. In the present scenario the artificial neural …
Geopolymer concrete compressive strength via artificial neural network, adaptive neuro fuzzy interface system, and gene expression programming with K-fold cross …
The ultrafine fly ash (FA) is a hazardous material collected from coal productions, which has
been proficiently employed for the manufacturing of geopolymer concrete (GPC). In this …
been proficiently employed for the manufacturing of geopolymer concrete (GPC). In this …
[HTML][HTML] Application of gene expression programming (GEP) for the prediction of compressive strength of geopolymer concrete
For the production of geopolymer concrete (GPC), fly-ash (FA) like waste material has been
effectively utilized by various researchers. In this paper, the soft computing techniques …
effectively utilized by various researchers. In this paper, the soft computing techniques …
[HTML][HTML] Multicriteria performance evaluation of fiber-reinforced cement composites: An environmental perspective
Cement composites have the intrinsic drawback of low flexural strength and crack
endurance. Many studies have been conducted to improve the mechanical performance of …
endurance. Many studies have been conducted to improve the mechanical performance of …
[HTML][HTML] Predicting the properties of concrete incorporating graphene nano platelets by experimental and machine learning approaches
Modern infrastructure requirements necessitate structural components with improved
durability and strength properties. The incorporation of nanomaterials (NMs) into concrete …
durability and strength properties. The incorporation of nanomaterials (NMs) into concrete …
Electromechanical properties of multi-reinforced self-sensing cement-based mortar with MWCNTs, CFs, and PPs
This experimental research examines the electromechanical properties of hybrid cement-
mortar composites strengthened with different amounts of multi-walled carbon nanotubes …
mortar composites strengthened with different amounts of multi-walled carbon nanotubes …
[HTML][HTML] Compressive strength prediction of concrete blended with carbon nanotubes using gene expression programming and random forest: Hyper-tuning and …
The strength of carbon nanotubes (CNTs) and cement composites is dependent on multiple
variables. In addition, CNTs added to a cement-based matrix can boost its strength …
variables. In addition, CNTs added to a cement-based matrix can boost its strength …
Enhanced fracture and durability resilience using bio-intriggered sisal fibers in concrete
Biomimetic agents and natural fibers are the promising combo to enhance the strength and
self-healing efficacy of concrete infrastructures. However, their contribution in durability and …
self-healing efficacy of concrete infrastructures. However, their contribution in durability and …
Experimental investigation and predictive modeling of compressive strength and electrical resistivity of graphene nanoplatelets modified concrete
Multipurpose cement composites are required for the sustainable development of the
construction industry. Incorporation of nanomaterials can produce high-performing and …
construction industry. Incorporation of nanomaterials can produce high-performing and …