Search Results - "Aslam, Fahid"
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Compressive strength prediction of fly ash-based geopolymer concrete via advanced machine learning techniques
Published in Case Studies in Construction Materials (01-06-2022)“…Concrete is a widely used construction material, and cement is its main constituent. Production and utilization of cement severely affect the environment due…”
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A step towards sustainable glass fiber reinforced concrete utilizing silica fume and waste coconut shell aggregate
Published in Scientific reports (17-06-2021)“…Today, it’s getting harder to find natural resources for concrete production. Utilization of the waste materials not just helps in getting them used in…”
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Prediction of Compressive Strength of Fly Ash Based Concrete Using Individual and Ensemble Algorithm
Published in Materials (08-02-2021)“…Machine learning techniques are widely used algorithms for predicting the mechanical properties of concrete. This study is based on the comparison of…”
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Application of Advanced Machine Learning Approaches to Predict the Compressive Strength of Concrete Containing Supplementary Cementitious Materials
Published in Materials (02-10-2021)“…The casting and testing specimens for determining the mechanical properties of concrete is a time-consuming activity. This study employed supervised machine…”
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Compressive Strength Prediction via Gene Expression Programming (GEP) and Artificial Neural Network (ANN) for Concrete Containing RCA
Published in Buildings (Basel) (01-08-2021)“…To minimize the environmental risks and for sustainable development, the utilization of recycled aggregate (RA) is gaining popularity all over the world. The…”
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A scientometric review of waste material utilization in concrete for sustainable construction
Published in Case Studies in Construction Materials (01-12-2021)“…The construction sector has a significant impact on the environment, contributing significantly to energy consumption, resource depletion, and CO2 emissions…”
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Compressive Strength of Fly-Ash-Based Geopolymer Concrete by Gene Expression Programming and Random Forest
Published in Advances in civil engineering (2021)“…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…”
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Predicting the Mechanical Properties of RCA-Based Concrete Using Supervised Machine Learning Algorithms
Published in Materials (15-01-2022)“…Environment-friendly concrete is gaining popularity these days because it consumes less energy and causes less damage to the environment. Rapid increases in…”
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Applications of Gene Expression Programming for Estimating Compressive Strength of High-Strength Concrete
Published in Advances in civil engineering (2020)“…The experimental design of high-strength concrete (HSC) requires deep analysis to get the target strength. In this study, machine learning approaches and…”
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Predictive Modeling of Mechanical Properties of Silica Fume-Based Green Concrete Using Artificial Intelligence Approaches: MLPNN, ANFIS, and GEP
Published in Materials (08-12-2021)“…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…”
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Effect of Coconut Fiber Length and Content on Properties of High Strength Concrete
Published in Materials (28-02-2020)“…Recently, the addition of natural fibers to high strength concrete (HSC) has been of great interest in the field of construction materials. Compared to…”
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Prediction of Geopolymer Concrete Compressive Strength Using Novel Machine Learning Algorithms
Published in Polymers (02-10-2021)“…The innovation of geopolymer concrete (GPC) plays a vital role not only in reducing the environmental threat but also as an exceptional material for…”
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Sustainable approach of using sugarcane bagasse ash in cement-based composites: A systematic review
Published in Case Studies in Construction Materials (01-12-2021)“…Cement-based composites (CBCs) are the widely used construction materials, and cement is their main ingredient. The production of cement consumes a…”
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14
Comparison of Prediction Models Based on Machine Learning for the Compressive Strength Estimation of Recycled Aggregate Concrete
Published in Materials (10-05-2022)“…Numerous tests are used to determine the performance of concrete, but compressive strength (CS) is usually regarded as the most important. The recycled…”
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15
A Study on the Mechanical Characteristics of Glass and Nylon Fiber Reinforced Peach Shell Lightweight Concrete
Published in Materials (10-08-2021)“…In the current study, the utilization of glass and nylon fibers in various percentages are added to enhance the mechanical performance of peach shell…”
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Simulation of Depth of Wear of Eco-Friendly Concrete Using Machine Learning Based Computational Approaches
Published in Materials (22-12-2021)“…To avoid time-consuming, costly, and laborious experimental tests that require skilled personnel, an effort has been made to formulate the depth of wear of…”
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Computation of High-Performance Concrete Compressive Strength Using Standalone and Ensembled Machine Learning Techniques
Published in Materials (19-11-2021)“…The current trend in modern research revolves around novel techniques that can predict the characteristics of materials without consuming time, effort, and…”
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Effect of Incorporation of Rice Husk Ash Instead of Cement on the Performance of Steel Fibers Reinforced Concrete
Published in Frontiers in materials (30-06-2021)“…The production of rice is significant worldwide; the husk produced is generally used as a combustible material for the preparation of paddies, delivering…”
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A Comparative Study of Random Forest and Genetic Engineering Programming for the Prediction of Compressive Strength of High Strength Concrete (HSC)
Published in Applied sciences (01-10-2020)“…Supervised machine learning and its algorithm is an emerging trend for the prediction of mechanical properties of concrete. This study uses an ensemble random…”
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A Comparative Study for the Prediction of the Compressive Strength of Self-Compacting Concrete Modified with Fly Ash
Published in Materials (30-08-2021)“…Artificial intelligence and machine learning are employed in creating functions for the prediction of self-compacting concrete (SCC) strength based on input…”
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