Compressive strength of fly‐ash‐based geopolymer concrete by gene expression programming and random forest

MA Khan, SA Memon, F Farooq… - Advances in Civil …, 2021 - Wiley Online Library
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 …

Novel machine learning applications on fly ash based concrete: an overview

G Khambra, P Shukla - Materials Today: Proceedings, 2023 - Elsevier
A machine learning technique provides rapid access to various information models,
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 …

MA Khan, A Zafar, F Farooq, MF Javed… - Frontiers in …, 2021 - frontiersin.org
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 …

[HTML][HTML] Application of gene expression programming (GEP) for the prediction of compressive strength of geopolymer concrete

MA Khan, A Zafar, A Akbar, MF Javed, A Mosavi - Materials, 2021 - mdpi.com
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 …

[HTML][HTML] Multicriteria performance evaluation of fiber-reinforced cement composites: An environmental perspective

A Akbar, KM Liew - Composites Part B: Engineering, 2021 - Elsevier
Cement composites have the intrinsic drawback of low flexural strength and crack
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

R Alyousef, M Fawad, F Farooq, Y Gamil… - Case studies in …, 2024 - Elsevier
Modern infrastructure requirements necessitate structural components with improved
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

AK Thomoglou, MG Falara, ME Voutetaki… - … and Building Materials, 2023 - Elsevier
This experimental research examines the electromechanical properties of hybrid cement-
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 …

D Yang, P Xu, A Zaman, T Alomayri, M Houda… - Journal of Materials …, 2023 - Elsevier
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 …

Enhanced fracture and durability resilience using bio-intriggered sisal fibers in concrete

H Amjad, RA Khushnood, F Ahmad - Journal of Building Engineering, 2023 - Elsevier
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 …

Experimental investigation and predictive modeling of compressive strength and electrical resistivity of graphene nanoplatelets modified concrete

Z Shahab, W Anwar, M Alyami, AWA Hammad… - Materials Today …, 2024 - Elsevier
Multipurpose cement composites are required for the sustainable development of the
construction industry. Incorporation of nanomaterials can produce high-performing and …