Artificial Neural Network

Shear strength estimation of a FRP-strengthened RC beam: A comparison between an artificial neural network and guideline equations

by

Shear strength estimation of a FRP-strengthened RC beam: A comparison between an artificial neural network and guideline equations Hamid Nezaminia Department of Civil Engineering, Faculty of Engineering, University of Kashan, Kashan, Iran. DOI: https://doi.org/10.7494/cmms.2024.3.0830 Abstract: In recent years, several experimental tests have been conducted on the shear strengthening of reinforced concrete (RC) beams strengthened by … Read more

A repeatability study of artificial neural network predictions in flow stress model development for a magnesium alloy

by

A repeatability study of artificial neural network predictions in flow stress model development for a magnesium alloy Hubert Siewiór, Łukasz Madej AGH University of Science and Technology, al. A. Mickiewicza 30, 30-059, Krakow, Poland. DOI: https://doi.org/10.7494/cmms.2021.4.0769 Abstract: This work is devoted to an evaluation of the capabilities of artificial neural networks (ANN) in terms of … Read more

Artificial intelligence approach for detecting material deterioration in hybrid building constructions

by

Artificial intelligence approach for detecting material deterioration in hybrid building constructions Andrei V. Chesnokov, Vitalii V. Mikhailov, Ivan V. Dolmatov The Faculty of Civil Engineering, Lipetsk State Technical University, Moskovskaya street 30, 398600 Lipetsk, Russian Federation. DOI: https://doi.org/10.7494/cmms.2021.2.0744 Abstract: Hybrid constructions include heterogeneous materials with different behaviors under load. The aim is to achieve a … Read more

A novel feature biometric fusion approach for iris, speech and signature

by

A novel feature biometric fusion approach for iris, speech and signature Mamta Garg1, Ajat Shatru Arora2, Savita Gupta3 1Department of Computer Engineering, Govt Polytechnic College For Girls, Jalandhar, India, 144001. 2Department of Electrical and Instrumentation Engineering, Sant Longowal Institute of Engineering & Technology, Longowal, India, 148106. 3Department of Computer Science and Engineering, University Institute of … Read more

Metamodel of the plane strain compression test as a replacement of fe model in the inverse analysis

by

Metamodel of the plane strain compression test as a replacement of fe model in the inverse analysis Łukasz Sztangret, Mateusz Sztangret, Jan Kusiak, Maciej Pietrzyk AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Kraków, Poland. DOI: https://doi.org/10.7494/cmms.2014.4.0493 Abstract: The paper presents the application of plane strain compression (PSC) test to the identification of … Read more

Case-based reasoning approach to control of industrial processes

by

Case-based reasoning approach to control of industrial processes Gabriel Rojek, Jan Kusiak AGH University of Science and Technology, Faculty of Metals Engineering and Industrial Computer,Science, Department of Applied Computer Science and Modelling,al. A. Mickiewicza 30, 30-059 Kraków. DOI: https://doi.org/10.7494/cmms.2012.4.0402 Abstract: The main topic of this article is the application of the case-based reasoning (CBR) methodology … Read more

Artificial neural network techniques in cold roll-forming process design

by

Artificial neural network techniques in cold roll-forming process design Anthony Downes, Peter Hartley School of Mechanical Engineering, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK. DOI: https://doi.org/10.7494/cmms.2008.2.0191 Abstract: There are several types of Artificial Neural Networks (ANN) each having different capabilities and characteristics that permit a wide range of applications. The purpose of this paper … Read more

Artificial neural networks for modelling the microhardness of plasma immersion ion implanted AISI 304 SS

by

Artificial neural networks for modelling the microhardness of plasma immersion ion implanted AISI 304 SS Hülya Durmuş1, Nurşen Saklakoğlu2 1Celal Bayar University, Turgutlu Technical Vocational School of Higher Education, Turgutlu-Manisa, 45400, Turkey. . 2Celal Bayar University, Faculty of Engineering, Mechanical Engineering Department, 45140 Manisa – Turkey.. DOI: https://doi.org/10.7494/cmms.2008.2.0192 Abstract: This paper reports on the effectiveness … Read more