11 Publications
2026 | Journal Article | LibreCat-ID: 65582
Gröger B, Gerritzen J, Hornig A, Gude M. Modelling Deformation Mechanisms Decomposition, Separation and Compaction in Mechanical Joining Processes of Fiber Reinforced Thermoplastics on Meso Scale. Key Engineering Materials. 2026;1050:227-234. doi:10.4028/p-e8wywr
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 62079
Gröger B, Gerritzen J, Hornig A, Gude M. Modeling approaches for the decomposition behavior of preconsolidated rovings throughout local deformation processes. In: Meschut G, Bobbert M, Duflou J, et al., eds. Sheet Metal 2025. Materials Research Proceedings. Materials Research Forum LLC, Materials Research Foundations; 2025:268–275. doi:10.21741/9781644903551-33
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 62080
Gerritzen J, Hornig A, Gude M. Efficient failure information propagation under complex stress states in fiber reinforced polymers: From micro- to meso-scale using machine learning. In: Meschut G, Bobbert M, Duflou J, et al., eds. Sheet Metal 2025. Materials Research Proceedings. Materials Research Forum LLC, Materials Research Foundations; 2025:260–267. doi:10.21741/9781644903551-32
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 62081
Gerritzen J, Gröger B, Zscheyge M, Hornig A, Gude M. 3D viscoelastic plastic model coupled with a continuum damage formulation for fiber reinforced polymers. Materials & Design. 2025;260. doi:10.1016/j.matdes.2025.114969
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 63828
Gerritzen J, Chopra K, Reschke G, Hornig A, Brosius A, Gude M. Quality assurance of clinched joints using explainable machine learning. Journal of Advanced Joining Processes. 2025;13. doi:10.1016/j.jajp.2025.100368
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 61149 | 
Dargel A, Gröger B, Schlichter MC, et al. Local Deformation and Failure of Composites during Self-Piercing Riveting: A CT-Based Microstructure Investigation. In: Gomes JFS, Meguid SA, eds. Proceedings of the 8th International Conference on Integrity-Reliability-Failure (IRF2025). FEUP; 2025. doi:10.24840/978-972-752-323-8
LibreCat
| DOI
| Download (ext.)
2024 | Journal Article | LibreCat-ID: 62073
Gröger B, Gerritzen J, Hornig A, Gude M. Developing a numerical modelling strategy for metallic pin pressing processes in fibre reinforced thermoplastics to investigate fibre rearrangement mechanisms during joining. Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications. 2024;238(12):2286-2298. doi:10.1177/14644207241280035
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 62078
Gerritzen J, Hornig A, Winkler P, Gude M. Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning. In: ECCM21 - Proceedings of the 21st European Conference on Composite Materials. Vol 3. European Society for Composite Materials (ESCM); 2024:1252–1259. doi:10.60691/yj56-np80
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 62076
Gerritzen J, Hornig A, Winkler P, Gude M. A methodology for direct parameter identification for experimental results using machine learning — Real world application to the highly non-linear deformation behavior of FRP. Computational Materials Science. 2024;244. doi:10.1016/j.commatsci.2024.113274
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 62082
Gröger B, Gerritzen J, Eckardt S, et al. Modelling of Composite Manufacturing Processes Incorporating Large Fibre Deformations and Process Parameter Interactions - Example Braiding. Published online 2023.
LibreCat
2022 | Journal Article | LibreCat-ID: 63829
Gerritzen J, Hornig A, Gröger B, Gude M. 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 Parameters. Journal of Composites Science. 2022;6(10). doi:10.3390/jcs6100318
LibreCat
| DOI
11 Publications
2026 | Journal Article | LibreCat-ID: 65582
Gröger B, Gerritzen J, Hornig A, Gude M. Modelling Deformation Mechanisms Decomposition, Separation and Compaction in Mechanical Joining Processes of Fiber Reinforced Thermoplastics on Meso Scale. Key Engineering Materials. 2026;1050:227-234. doi:10.4028/p-e8wywr
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 62079
Gröger B, Gerritzen J, Hornig A, Gude M. Modeling approaches for the decomposition behavior of preconsolidated rovings throughout local deformation processes. In: Meschut G, Bobbert M, Duflou J, et al., eds. Sheet Metal 2025. Materials Research Proceedings. Materials Research Forum LLC, Materials Research Foundations; 2025:268–275. doi:10.21741/9781644903551-33
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 62080
Gerritzen J, Hornig A, Gude M. Efficient failure information propagation under complex stress states in fiber reinforced polymers: From micro- to meso-scale using machine learning. In: Meschut G, Bobbert M, Duflou J, et al., eds. Sheet Metal 2025. Materials Research Proceedings. Materials Research Forum LLC, Materials Research Foundations; 2025:260–267. doi:10.21741/9781644903551-32
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 62081
Gerritzen J, Gröger B, Zscheyge M, Hornig A, Gude M. 3D viscoelastic plastic model coupled with a continuum damage formulation for fiber reinforced polymers. Materials & Design. 2025;260. doi:10.1016/j.matdes.2025.114969
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 63828
Gerritzen J, Chopra K, Reschke G, Hornig A, Brosius A, Gude M. Quality assurance of clinched joints using explainable machine learning. Journal of Advanced Joining Processes. 2025;13. doi:10.1016/j.jajp.2025.100368
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 61149 |
Dargel A, Gröger B, Schlichter MC, et al. Local Deformation and Failure of Composites during Self-Piercing Riveting: A CT-Based Microstructure Investigation. In: Gomes JFS, Meguid SA, eds. Proceedings of the 8th International Conference on Integrity-Reliability-Failure (IRF2025). FEUP; 2025. doi:10.24840/978-972-752-323-8
LibreCat
| DOI
| Download (ext.)
2024 | Journal Article | LibreCat-ID: 62073
Gröger B, Gerritzen J, Hornig A, Gude M. Developing a numerical modelling strategy for metallic pin pressing processes in fibre reinforced thermoplastics to investigate fibre rearrangement mechanisms during joining. Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications. 2024;238(12):2286-2298. doi:10.1177/14644207241280035
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 62078
Gerritzen J, Hornig A, Winkler P, Gude M. Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning. In: ECCM21 - Proceedings of the 21st European Conference on Composite Materials. Vol 3. European Society for Composite Materials (ESCM); 2024:1252–1259. doi:10.60691/yj56-np80
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 62076
Gerritzen J, Hornig A, Winkler P, Gude M. A methodology for direct parameter identification for experimental results using machine learning — Real world application to the highly non-linear deformation behavior of FRP. Computational Materials Science. 2024;244. doi:10.1016/j.commatsci.2024.113274
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 62082
Gröger B, Gerritzen J, Eckardt S, et al. Modelling of Composite Manufacturing Processes Incorporating Large Fibre Deformations and Process Parameter Interactions - Example Braiding. Published online 2023.
LibreCat
2022 | Journal Article | LibreCat-ID: 63829
Gerritzen J, Hornig A, Gröger B, Gude M. 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 Parameters. Journal of Composites Science. 2022;6(10). doi:10.3390/jcs6100318
LibreCat
| DOI