Scheduled presentations:

• Computational Homogenization of Arbitrary Heterogeneous Mesostructures with Inelastic Constitutive Behavior using Machine Learning Methods
  J. Stöcker*, E. Elsayed, F. Aldakheel, M. Kaliske
• Graph-based Representation of Elastoplastic Material Response in the Data-driven Framework
  H. Dandin*, A. Leygue, L. Stainier
• A Neural Network Based Strategy for the Modelling of Constitutive Behaviour of Solids Applied to Porous Elasto-Plastic Material
  R. Alhayki*, E. Muttio, W. Dettmer, D. Perić
• Automated, machine learning based surface crack detection in fracture experiments
  N. Karathanasopoulos*, P. Hadjidoukas, D. Mohr
• A Neural Network Based Surrogate Model for Inelastic Solid Materials Simulations
  E. Muttio Zavala*, R. Alhayki, W. Dettmer, D. Peric
• Machine Learning and Data Mining of Dislocation Simulations
  A. Demirci*, S. Sandfeld