Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
Data-Driven simulation of inelastic materials using tangent space information and transition rules based on structured data sets
K. Ciftci, K. Hackl
Ruhr-Universität Bochum, Germany
8:50am - 9:10am
Constitutive modeling of viscoplasticity including phase transformations for graded thermo-mechanical processing
H. Westermann1, A. Reitz2, R. Mahnken1, O. Grydin2, M. Schaper2
1Chair of Engineering Mechanics, Paderborn University, Germany; 2Department of Materials Science, Paderborn University, Germany
9:10am - 9:30am
Plasticity prediction in thermoplastics for aerospace applications with Machine Learning
B. Pi, T. Ricken
University of Stuttgart, Germany
9:30am - 9:50am
Machine-learning based material modeling for anisotropic hyperelasticity at large deformations applied to parametric metamaterials
M. Fernández1, M. Jamshidian2, T. Böhlke3, K. Kersting1, F. Fritzen4, O. Weeger1
1TU Darmstadt, Germany; 2Singapore University of Technology and Design, Singapore; 3Karlsruhe Institute of Technolog (KIT), Germany; 4University of Stuttgart, Germany
