Publications

Johannes Gerritzen, Andreas Hornig, Peter Winkler, and Maik Gude. 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, (244):113274, Elsevier, 2024. [PUMA: FRP area_architectures using experimental deformation direct learning application identification world parameter machine Real topic_engineering results highly non-linear behavior]

Matthias Zscheyge, Robert Boehm, Andreas Hornig, Johannes Gerritzen, and Maik Gude. Rate dependent non-linear mechanical behaviour of continuous fibre-reinforced thermoplastic composites--Experimental characterisation and viscoelastic-plastic damage modelling. Materials & Design, (193):108827, Elsevier, 2020. [PUMA: damage mechanical fibre-reinforced Experimental modelling thermoplastic characterisation continuous composites Rate behaviour dependent viscoelastic-plastic non-linear]