Month: June 2025

The advent of the deep learning evolutionary algorithm EvoDN2 and its recent applications

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The advent of the deep learning evolutionary algorithm EvoDN2 and its recent applications Nirupam Chakraborti Faculty of Mechanical Engineering, Czech Technical University in Prague, Czech Republic. DOI: https://doi.org/10.7494/cmms.2025.2.1021 Abstract: The evolutionary deep learning algorithm EvoDN2 is an emerging strategy for data-driven intelligent learning and many-objective optimisation capable of handling a large volume of noisy and … Read more

The application of numerical simulations to analyze the forward extrusion process along with the verification of results and tuning of the numerical model

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The application of numerical simulations to analyze the forward extrusion process along with the verification of results and tuning of the numerical model Marek Hawryluk1*, Łukasz Dudkiewicz1,3, Jan Marzec1, Roger Tkocz4, Jacek Borowski5, Grzegorz Ficak6, Bartosz Jóźwiak7, Jacek Ziemba1,2 1Wroclaw University of Science and Technology, Department of Metal Forming, Welding and Metrology, Wroclaw, Poland. 2Center … Read more

Evaluation of deformation inhomogeneity in multi-layered steel-titanium and steel-magnesium systems

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Evaluation of deformation inhomogeneity in multi-layered steel-titanium and steel-magnesium systems Bartłomiej Pabich*, Bartłomiej Żurowski, Marcin Kwiecień, Janusz Majta AGH University of Krakow, A. Mickiewicza 30 av., 30-059 Krakow, Poland. *corresponding author DOI: https://doi.org/10.7494/cmms.2025.2.1019 Abstract: In the presented study, plastometric tests using channel die compression were employed to define the boundary conditions for numerical simulations of … Read more

Design and implementation of a digital infrastructure for autonomous open-die forging

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Design and implementation of a digital infrastructure for autonomous open-die forging Roy Rechenberg1*, Grzegorz Korpala1, Magdalena Jabłońska2, Marek Wojtaszek3, Krystian Zyguła3, Marek Tkocz4, Iwona Bednarczyk4, Karolina Kowalczyk5, Ulrich Prahl1 1TU Bergakademie Freiberg, Akademiestraße 6, 09599 Freiberg, Germany. 2Lukasiewicz Research Network – Institute of Non-Ferrous Metals, ul. Sowińskiego 5, 44-100 Gliwice, Poland. 3AGH University of Krakow, … Read more