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Enhancing damage prediction in bulk metal forming through machine learning-assisted parameter identification

Archive of Applied Mechanics
2024-08 | Journal article
Contributors: Jan Gerlach; Robin Schulte; Alexander Schowtjak; Till Clausmeyer; Richard Ostwald; A. Erman Tekkaya; Andreas Menzel
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Low cycle fatigue of components manufactured by rod extrusion: Experiments and modeling

Advances in Industrial and Manufacturing Engineering
2023-11 | Journal article
Part of ISSN: 2666-9129
Contributors: Kai Langenfeld; Lars Lingnau; Jan Gerlach; Patrick Kurzeja; Robin Gitschel; Frank Walther; Tobias Kaiser; Till Clausmeyer
Source: Self-asserted source
Jan Gerlach

Data-driven ductile damage model for damage-induced material degradation in forming

Manufacturing Letters
2023-08 | Journal article
Part of ISSN: 2213-8463
Contributors: J. Gerlach; T. Clausmeyer; A. Schowtjak; W. Muhammad; A.P. Brahme; L. Koppka; K. Inal; A.E. Tekkaya
Source: Self-asserted source
Jan Gerlach

Prediction of ductile damage evolution based on experimental data using artificial neural networks

International Journal of Solids and Structures
2022-12 | Journal article
Contributors: A. Schowtjak; J. Gerlach; W. Muhammad; A.P. Brahme; T. Clausmeyer; K. Inal; A.E. Tekkaya
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