Complas 2023

COMPLAS 2023

THm-801 - IS801 - Data-driven Mechanics for Inelastic Material Behaviours - Recent Advances and Perspectives

Main Organizer: Prof. Stefanie Reese ( RWTH Aachen University , Germany )
Organized by: Prof. Stefanie Reese (RWTH Aachen University), Prof. Laurent Stainier (Centrale Nantes), Dr. Adrien Leygue (Centrale Nantes), Prof. Michael Ortiz (California Institute of Technology)

Thu, 07/09/2023
08:45 - 10:45
A3 - 105
THm-801

Chaired by:
Prof. Stefanie Reese (RWTH Aachen University , Germany)

Scheduled presentations:

Comparison of Different Approaches Considering Physical Properties in ANN Material Modeling for Plasticity
*P. Weber (Karlsruhe Institute of Technology), W. Wagner (Karlsruhe Institute of Technology), S. Freitag (Karlsruhe Institute of Technology)
Reduced-Order Polycrystalline Texture Representation
J. Jin, P. Breitkopf, *L. Cauvin, A. Leclerc, B. Li, M. Mayer Grigoleto, B. Raghavan (INSA Rennes)
On the use of PGD-Approximation for Prediction of Evolving Plasticity in Wheel-Rail Contact
*C. Ansin (Chalmers University of Technology), F. Larsson (Chalmers University of Technology), R. Larsson (Chalmers University of Technology), M. Ekh (Chalmers University of Technology)
A Data-Driven Framework for Multiscale Material Analysis
*E. Prume (RWTH Aachen University), C. Gierden (RWTH Aachen University), S. Reese (RWTH Aachen University)
Data-driven mechanics for materials with microstructure
*K. Weinberg (Universität Siegen)