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Rate dependent non-linear mechanical behaviour of continuous fibre-reinforced thermoplastic composites--Experimental characterisation and viscoelastic-plastic damage modelling

M. Zscheyge, R. Boehm, A. Hornig, J. Gerritzen, and M. Gude. Materials & Design, (2020)

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Modelling delamination in fibre-reinforced composites subjected to through-thickness compression by an adapted cohesive lawM. Kuhtz, J. Gerritzen, J. Wiegand, A. Hornig, and M. Gude. 14th European LS-DYNA Users Conference, DYNAmore GmbH, (October 2023)14th European LS-DYNA Conference 2023 ; Conference date: 18-10-2023 Through 19-10-2023.Graph based process models as basis for efficient data driven surrogates - Expediting the material development processJ. Gerritzen, A. Hornig, and M. Gude. WorkingPaper, Open Engineering Inc., (Nov 16, 2024)A methodology for direct parameter identification for experimental results using machine learning — Real world application to the highly non-linear deformation behavior of FRPJ. Gerritzen, A. Hornig, P. Winkler, and M. Gude. Computational Materials Science, (September 2024)Publisher Copyright: © 2024 The Author(s).A Data Driven Modelling Approach for the Strain Rate Dependent 3D Shear Deformation and Failure of Thermoplastic Fibre Reinforced Composites: Experimental Characterisation and Deriving Modelling ParametersJ. Gerritzen, A. Hornig, B. Gröger, and M. Gude. Journal of Composites Science, 6 (10): 318 (2022)Structural damage identification of composite rotors based on fully connected neural networks and convolutional neural networksV. Scholz, P. Winkler, A. Hornig, M. Gude, and A. Filippatos. Sensors (Basel), 21 (6): 2005 (March 2021)Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learningJ. Gerritzen, A. Hornig, P. Winkler, and M. Gude. ECCM21 - Proceedings of the 21st European Conference on Composite Materials, 3, page 1252--1259. European Society for Composite Materials (ESCM), (Jul 2, 2024)21st European Conference on Composite Materials, ECCM 21 ; Conference date: 02-07-2024 Through 05-07-2024.Rate dependent non-linear mechanical behaviour of continuous fibre-reinforced thermoplastic composites--Experimental characterisation and viscoelastic-plastic damage modellingM. Zscheyge, R. Boehm, A. Hornig, J. Gerritzen, and M. Gude. Materials & Design, (2020)

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