Geopolymer concrete as sustainable material: A state of the art review

F Farooq, X **, MF Javed, A Akbar, MI Shah… - … and Building Materials, 2021 - Elsevier
The rise in population and improvement in the lifestyle of human beings has caused a rapid
increase in energy demands for buildings in the present day. An upsurge in energy demand …

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 …

Prediction of compressive strength of fly ash based concrete using individual and ensemble algorithm

A Ahmad, F Farooq, P Niewiadomski, K Ostrowski… - Materials, 2021 - mdpi.com
Machine learning techniques are widely used algorithms for predicting the mechanical
properties of concrete. This study is based on the comparison of algorithms between …

Predictive modeling of mechanical properties of silica fume-based green concrete using artificial intelligence approaches: MLPNN, ANFIS, and GEP

A Nafees, MF Javed, S Khan, K Nazir, F Farooq… - Materials, 2021 - mdpi.com
Silica fume (SF) is a mineral additive that is widely used in the construction industry when
producing sustainable concrete. The integration of SF in concrete as a partial replacement …

A state-of-the-art review on fibre-reinforced geopolymer composites

AGN Abbas, FNAA Aziz, K Abdan, NAM Nasir… - … and Building Materials, 2022 - Elsevier
Cement industries that produce the primary component of concrete remain one of the main
challenges to the world since they change the climate and possess a negative impact on …

[HTML][HTML] A holistic review on the contribution of civil engineers for driving sustainable concrete construction in the built environment

M Khan, C McNally - Developments in the Built Environment, 2023 - Elsevier
Comprehending civil engineer's crucial role in promoting sustainable construction practices
is becoming increasingly essential as the globe faces severe environmental and economic …

Applications of gene expression programming for estimating compressive strength of high‐strength concrete

F Aslam, F Farooq, MN Amin, K Khan… - Advances in Civil …, 2020 - Wiley Online Library
The experimental design of high‐strength concrete (HSC) requires deep analysis to get the
target strength. In this study, machine learning approaches and artificial intelligence python …

A critical review of engineered geopolymer composite: a low-carbon ultra-high-performance concrete

N Elmesalami, K Celik - Construction and Building Materials, 2022 - Elsevier
Abstract “Bendable concrete” or, more formally, engineered cementitious composite (ECC)
is a special type of ultra-high-performance concrete that possesses strain-hardening …

Modeling of mechanical properties of silica fume-based green concrete using machine learning techniques

A Nafees, MN Amin, K Khan, K Nazir, M Ali, MF Javed… - Polymers, 2021 - mdpi.com
Silica fume (SF) is a frequently used mineral admixture in producing sustainable concrete in
the construction sector. Incorporating SF as a partial substitution of cement in concrete has …

A review on material mix proportion and strength influence parameters of geopolymer concrete: Application of ANN model for GPC strength prediction

S Paruthi, A Husain, P Alam, AH Khan… - … and Building Materials, 2022 - Elsevier
Concrete is a combination of cement, sand, aggregate, and water. Cement manufacturing
causes the generation of various gases, mainly greenhouse gases like CO 2 in the …