Journal
INTERNATIONAL JOURNAL FOR MULTISCALE COMPUTATIONAL ENGINEERING
Volume 15, Issue 6, Pages 525-543Publisher
BEGELL HOUSE INC
DOI: 10.1615/IntJMultCompEng.2017024632
Keywords
additive manufacturing; discrete element method; orthotropic GTN model; computational homogenization of discrete media
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We introduce a surrogate modeling approach to approximate the mechanical responses of objects manufactured by 3D printers. In particular, we propose a systematic procedure where material parameters of the low-fidelity orthotropic Gurson-Tvergaard-Needleman (GTN) model are inferred from microstructures generated from the high-fidelity discrete element simulations that replicate the additive-manufactured procedure. The calibrated low-fidelity model is validated against experimental data.
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