Frictional Characteristics of Deep-Drawing Quality Steel Sheets in the Flat Die Strip Drawing Test. [PDF]
Materials (Basel), 2022 Szewczyk M, Szwajka K, Trzepieciński T.
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An Essay on Optimization Mystery of Deep Learning [PDF]
arXiv, 2019 Despite the huge empirical success of deep learning, theoretical understanding of neural networks learning process is still lacking. This is the reason, why some of its features seem "mysterious". We emphasize two mysteries of deep learning: generalization mystery, and optimization mystery.
arxiv
Effect of Tool Geometry Parameters on the Formability of a Camera Cover in the Deep Drawing Process. [PDF]
Materials (Basel), 2021 Do TT, Minh PS, Le N.
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Learning to Sketch with Deep Q Networks and Demonstrated Strokes [PDF]
arXiv, 2018 Doodling is a useful and common intelligent skill that people can learn and master. In this work, we propose a two-stage learning framework to teach a machine to doodle in a simulated painting environment via Stroke Demonstration and deep Q-learning (SDQ).
arxiv
Neural Network-Based Multi-Objective Optimization of Adjustable Drawbead Movement for Deep Drawing of Tailor-Welded Blanks. [PDF]
Materials (Basel), 2022 Kahhal P +4 more
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CrystalsIn directional forming processes, such as rolling and extrusion, the grains can develop preferred crystal orientations. These preferred orientations—the texture—are the main cause for material anisotropy. This anisotropy leads to phenomena such as earing,
Johannes Kronsteiner +4 more
doaj +1 more source
Polynomial Multiple Regression Analysis of the Lubrication Effectiveness of Deep Drawing Quality Steel Sheets by Eco-Friendly Vegetable Oils. [PDF]
Materials (Basel), 2022 Trzepieciński T.
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Journal of Manufacturing and Materials ProcessingThe evaluation of wrinkles in deep-drawn fiber-based materials is crucial for the assessment of product quality and the optimization of manufacturing processes.
Yuchen Leng +5 more
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The Effect of Sandblasting on Properties and Structures of the DC03/1.0347, DC04/1.0338, DC05/1.0312, and DD14/1.0389 Steels for Deep Drawing. [PDF]
Materials (Basel), 2021 Krawczyk J +4 more
europepmc +1 more source
Journal of Manufacturing and Materials ProcessingThe temperature of the tools and the moisture content of the material play a significant role in the 3D forming of paperboard in terms of the degree of forming and the quality of the formed part.
Leonard Vogt, Marek Hauptmann
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