Search Results - "Ahmad, Ayaz"
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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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2
Microstrip Leaky-Wave Antenna with Circular Polarization and Broadside Radiation
Published in IEEE antennas and wireless propagation letters (01-09-2023)“…In this letter, a novel circularly polarized microstrip leaky-wave antenna is proposed with broadside radiation and high gain. A conventional microstrip patch…”
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3
Analyzing the Compressive Strength of Ceramic Waste-Based Concrete Using Experiment and Artificial Neural Network (ANN) Approach
Published in Materials (11-08-2021)“…In a fast-growing population of the world and regarding meeting consumer’s requirements, solid waste landfills will continue receiving a substantial amount 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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5
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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Comparative Study of Supervised Machine Learning Algorithms for Predicting the Compressive Strength of Concrete at High Temperature
Published in Materials (28-07-2021)“…High temperature severely affects the nature of the ingredients used to produce concrete, which in turn reduces the strength properties of the concrete. It is…”
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Broadside scanning comb‐line leaky‐wave antenna with gain enhancement and reduced cross‐polarization
Published in Microwave and optical technology letters (01-10-2023)“…In this work, a comb‐line leaky‐wave antenna with a pair of wide stubs is proposed with enhanced gain and reduced cross‐polarization. To ensure broadside…”
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A Comprehensive Review of Types, Properties, Treatment Methods and Application of Plant Fibers in Construction and Building Materials
Published in Materials (20-06-2022)“…Sustainable development involves the usage of alternative sustainable materials in order to sustain the excessive depletion of natural resources. Plant fibers,…”
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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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10
Machine Learning Prediction Models to Evaluate the Strength of Recycled Aggregate Concrete
Published in Materials (12-04-2022)“…Compressive and flexural strength are the crucial properties of a material. The strength of recycled aggregate concrete (RAC) is comparatively lower than that…”
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Application of Novel Machine Learning Techniques for Predicting the Surface Chloride Concentration in Concrete Containing Waste Material
Published in Materials (29-04-2021)“…Structures located on the coast are subjected to the long-term influence of chloride ions, which cause the corrosion of steel reinforcements in concrete…”
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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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13
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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14
A Systematic Review of the Research Development on the Application of Machine Learning for Concrete
Published in Materials (27-06-2022)“…Research on the applications of new techniques such as machine learning is advancing rapidly. Machine learning methods are being employed to predict the…”
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15
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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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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17
A simple sinusoidal curve‐based one‐dimensional periodic leaky‐wave antenna for high‐gain continuous beam scanning
Published in Microwave and optical technology letters (01-08-2024)“…A novel technique is presented based on a sinusoidal curve‐shaped one‐dimensional periodic leaky‐wave antenna to eliminate open stopband (OSB) and enhance…”
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18
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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Steel Fiber-Reinforced Concrete: A Systematic Review of the Research Progress and Knowledge Mapping
Published in Materials (01-09-2022)“…This study performed a scientometric-based examination of the literature on steel fiber-reinforced concrete (SFRC) to identify its key elements. Typical review…”
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Application of Soft Computing Techniques to Predict the Strength of Geopolymer Composites
Published in Polymers (08-03-2022)“…Geopolymers may be the best alternative to ordinary Portland cement because they are manufactured using waste materials enriched in aluminosilicate. Research…”
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