Scheduled presentations:

• Keynote Novel Architectures of Deep Neural Networks for Universal Predictions of Elasticity Tensors in Homogenization
  *B. Eidel (TU Freiberg)
• Adaptive techniques for MOR of unitcells in non-linear FE simulations
  *Y. Özmen (University of Duisburg-Essen), R. Niekamp (University of Duisburg-Essen), P. Nigro (Akselos S.A.), J. Schröder (University of Duisburg-Essen)
• Efficient Two-Scale Simulations of Geometrically Parameterized Elasto-Plastic Microstructures
  *T. Guo (Eindhoven University of Technology), O. Rokos (Eindhoven University of Technology), K. Veroy (Eindhoven University of Technology)
• Investigation on Optimal Microstructure of Dual Phase Steel with High Strength and Ductility by Machine Learning
  *M. Suzuki (Keio University), K. Shizawa (Keio University), M. Muramatsu (Keio University)
• A k-means Clustering FE2 Method Based on Unsupervised Machine Learning for Nonlinear Multiscale Calculations
  *S. Chaouch (University Gustave Eiffel, MSME, CNRS UMR 820), J. Yvonnet (University Gustave Eiffel, MSME, CNRS UMR 820)