Machine and deep learning methods for concrete strength Prediction: A bibliometric and content analysis review of research trends and future directions
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 …
in applying machine learning and deep learning approaches for predicting concrete strength …
Predictive modelling for the acid resistance of cement-based composites modified with eggshell and glass waste for sustainable and resilient building materials
The increasing demand for cement-based composites (CBCs) due to the advancement of
infrastructure causes the exhaustion of natural materials and environmental pollution. Also …
infrastructure causes the exhaustion of natural materials and environmental pollution. Also …
[HTML][HTML] Testing and modeling methods to experiment the flexural performance of cement mortar modified with eggshell powder
Sustainable development might be promoted if waste eggshells are used in cement-based
materials (CBMs) by decreasing waste disposal problems, CO 2 emissions, and material …
materials (CBMs) by decreasing waste disposal problems, CO 2 emissions, and material …
[HTML][HTML] Investigating the feasibility of using waste eggshells in cement-based materials for sustainable construction
To investigate the effect of eggshell powder on the water-absorption capacity of cement
mortar, this research employed experimental testing followed by machine learning (ML) …
mortar, this research employed experimental testing followed by machine learning (ML) …
[HTML][HTML] Optimizing compressive strength prediction models for rice husk ash concrete with evolutionary machine intelligence techniques
This research intended to increase the understanding of using modern machine intelligence
techniques, including multi-expression programming (MEP) and gene expression …
techniques, including multi-expression programming (MEP) and gene expression …
[HTML][HTML] Evaluating the relevance of eggshell and glass powder for cement-based materials using machine learning and SHapley Additive exPlanations (SHAP) …
This study used machine learning methods to predict the water absorption (WA) of cement-
based material (CBM) containing eggshell and glass powder as sand and cement …
based material (CBM) containing eggshell and glass powder as sand and cement …
Sustainable strategy of eggshell waste usage in cementitious composites: An integral testing and computational study for compressive behavior in aggressive …
The effectiveness of cementitious composites in an aggressive environment is the primary
issue since their performance deteriorates when exposed to harmful elements. Also, to …
issue since their performance deteriorates when exposed to harmful elements. Also, to …
A soft-computing-based modeling approach for predicting acid resistance of waste-derived cementitious composites
This research aimed to build estimation models for the compressive strength (CS) of cement
mortar containing eggshell and glass powder after the acid attack using machine learning …
mortar containing eggshell and glass powder after the acid attack using machine learning …
Strength reduction due to acid attack in cement mortar containing waste eggshell and glass: A machine learning-based modeling study
F Zhu, X Wu, Y Lu, J Huang - Buildings, 2024 - mdpi.com
The present study utilized machine learning (ML) techniques to investigate the effects of
eggshell powder (ESP) and recycled glass powder (RGP) on cement composites subjected …
eggshell powder (ESP) and recycled glass powder (RGP) on cement composites subjected …
Evaluating the effectiveness of waste glass powder for the compressive strength improvement of cement mortar using experimental and machine learning methods
This study utilized both experimental testing and machine learning (ML) strategies to assess
the effectiveness of waste glass powder (WGP) on the compressive strength (CS) of cement …
the effectiveness of waste glass powder (WGP) on the compressive strength (CS) of cement …