Machine learning

A universal convolutional neural network for the pixel-level detection and monitoring of weld beads

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A universal convolutional neural network for the pixel-level detection and monitoring of weld beads Zhuo Wang, Metin Kayitmazbatir, Mihaela Banu Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI 48109, USA. DOI: https://doi.org/10.7494/cmms.2024.2.0835 Abstract: In weld-based manufacturing processes such as welding and metal deposition additive manufacturing (AM), the weld bead is a direct indicator … Read more

Development of an object identification algorithm for the forging industry based on standard vision systems

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Development of an object identification algorithm for the forging industry based on standard vision systems Adrian Litwa, Łukasz Madej AGH University of Krakow, Mickiewicza 30 av., 30-059 Krakow, Poland. DOI: https://doi.org/10.7494/cmms.2024.1.0824 Abstract: The work aims to develop an algorithm for identifying objects in a forging plant under production conditions. Particular emphasis is placed on the … Read more

Using neural networks to predict the low curves and processing maps of TNM-B1

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Using neural networks to predict the low curves and processing maps of TNM-B1 Johan Andreas Stendal, Aliakbar Emdadi, Irina Sizova, Markus Bambach  Panta Rhei Gebäude, Konrad-Wachsmann-Allee 17, 03046 Cottbus, Germany. DOI: https://doi.org/10.7494/cmms.2018.4.0624 Abstract: “The ability to predict the behavior of a material is vital in both science and engineering. Traditionally, this task has been carried … Read more

Place and role of intelligent systems in computer science

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Place and role of intelligent systems in computer science Ryszard Tadeusiewicz AGH University of Science And Technology, al. Mickiewicza 30, 30-059 Krakow, Poland. DOI: https://doi.org/10.7494/cmms.2010.4.0290 Abstract: General overview of the Artificial Intelligence area is presented with selected remarks about proper classification of research works as belonging to Artificial Intelligence or not belonging. Paper is treated … Read more