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1. A method for simultaneous optimization of blank shape and forming tool geometry in sheet metal forming simulations
Bojan Starman, Gašper Cafuta, Nikolaj Mole, 2021, original scientific article

Keywords: sheet metal forming, blank shape, tool design, optimisation, experimental validation
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2. Incremental sheet forming of metal-based composites used in aviation and automotive applications
Tomasz Trzepieciński, Sherwan Mohammed Najm, Tomaž Pepelnjak, Kamel Bensaid, Marcin Szpunar, 2022, review article

Keywords: aluminium alloys, bimetallic sheets, CARALL, composite sheets, GLARE, metal-based composites, sheet forming
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3. Determining the influence and correlation for parameters of flexible forming using the random forest method
Luka Sevšek, Sandi Baressi Šegota, Zlatan Car, Tomaž Pepelnjak, 2023, original scientific article

Keywords: incremental sheet metal forming, multi-step sheet forming, finite element method, random forest method, parameter influence analysis, parameter correlation analysis
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4. A comparative study of machine learning regression models for production systems condition monitoring
Denis Jankovič, Marko Šimic, Niko Herakovič, 2024, original scientific article

Keywords: hydraulic presses, metal forming, machine learning, linear regression, decision trees, support vector machines, gaussian process regression, artificial neural networks
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5. Optimisation of flexible forming processes using multilayer perceptron artificial neural networks and genetic algorithms
Luka Sevšek, Tomaž Pepelnjak, 2024, original scientific article

Keywords: single point incremental sheet metal forming, sheet metal bulging, hybrid two-step forming, finite element method, multilayer perceptron artificial neural network, genetic algorithm
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