Conference Agenda

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).

Session Overview
S06.09: Material modelling in solid mechanics
Friday, 19/Mar/2021:
8:30am - 10:30am

Session Chair: Fabian Sewerin
Session Chair: Patrick Kurzeja
Session Chair: Nugzar Shavlakadze
Location: Z006

External Resource:
8:30am - 8:50am

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

9:50am - 10:10am

Automated constitutive modeling of isotropic hyperelasticity based on artificial neural networks

L. Linden1, K. A. Kalina1, J. Brummund1, P. Metsch1, M. Kästner1,2

1Institute of Solid Mechanics, TU Dresden; 2Dresden Center for Computational Materials Science (DCMS), TU Dresden