[HTML][HTML] Smart materials and technologies for sustainable concrete construction

J Nilimaa - Developments in the Built Environment, 2023 - Elsevier
This paper presents a comprehensive review of current trends and opportunities for
sustainable concrete construction, emphasizing the importance of adopting eco-friendly …

Machine and deep learning methods for concrete strength Prediction: A bibliometric and content analysis review of research trends and future directions

R Kumar, E Althaqafi, SGK Patro, V Simic… - Applied Soft …, 2024 - Elsevier
This review paper provides a detailed evaluation of the existing landscape and future trends
in applying machine learning and deep learning approaches for predicting concrete strength …

[HTML][HTML] A data-driven approach to predict the compressive strength of alkali-activated materials and correlation of influencing parameters using SHapley Additive …

X Zheng, Y **e, X Yang, MN Amin, S Nazar… - Journal of Materials …, 2023 - Elsevier
This research used gene expression programming (GEP) and multi expression
programming (MEP) to determine the compressive strength (CS) of alkali-activated material …

[HTML][HTML] A machine learning-based genetic programming approach for the sustainable production of plastic sand paver blocks

B Iftikhar, SC Alih, M Vafaei, MF Javed, M Ali… - journal of materials …, 2023 - Elsevier
Plastic sand paver blocks (PSPB) provide a sustainable alternative by reprocessing plastic
waste and decreasing reliance on environmentally hazardous materials such as concrete …

[HTML][HTML] Sustainable use of waste eggshells in cementitious materials: An experimental and modeling-based study

F Alsharari, K Khan, MN Amin, W Ahmad… - Case Studies in …, 2022 - Elsevier
This study evaluated the compressive strength (CS) of cement-based materials (CBMs)
incorporating eggshell powder (ESP) as a partial substitute for cement and fine aggregate …

[HTML][HTML] Experimental investigation and AI prediction modelling of ceramic waste powder concrete–An approach towards sustainable construction

J Yang, P Jiang, SA Suhail, M Sufian… - Journal of Materials …, 2023 - Elsevier
The ceramic waste powder (CWP) is generated in the ceramic industry during the cutting
and polishing stages. It is harmful to the environment and needs a massive area for …

A comprehensive GEP and MEP analysis of a cement-based concrete containing metakaolin

MI Faraz, SU Arifeen, MN Amin, A Nafees, F Althoey… - Structures, 2023 - Elsevier
Due to the detrimental environmental consequence of cement formation, studies has
concentrated on decreasing the environmental influence and expense of cement containing …

[HTML][HTML] Predictive performance assessment of recycled coarse aggregate concrete using artificial intelligence: A review

P Kumari, S Paruthi, A Alyaseen, AH Khan, A Jijja - Cleaner Materials, 2024 - Elsevier
Recycled coarse aggregate concrete enables the creation of environmentally friendly and
cost-effective mixes. It helps address the disposal problem of demolition concrete waste …

Engineered geopolymer composites: a comprehensive state-of-the-art review on materials' perspective

KK Yaswanth, KHK Reddy, N Anusha… - Archives of Civil and …, 2024 - Springer
Engineered geopolymer composite (EGC) is considered an excellent innovation in imparting
the high ductility to the concrete composites with 100% eco-friendly and sustainable …

[HTML][HTML] Predicting parameters and sensitivity assessment of nano-silica-based fiber-reinforced concrete: a sustainable construction material

MN Amin, K Khan, M Sufian, QMS Al-Ahmad… - Journal of Materials …, 2023 - Elsevier
This study evaluates the compressive strength (C–S) of nano-silica-based fiber-reinforced
concrete (NS-FRC) by using advanced machine learning (ML) individual and ensembled …