Keynote Lecture: Probabilistic coupling of multi-scale material models
H.G. Matthies

Bayesian parameter identification in plasticity
E. Adeli, B.V. Rosic, H.G. Matthies and S. Reinstädler

Stochastic up-scaling of random heterogeneous materials
M.S. Sarfaraz, B.V. Rosic, H.G. Matthies and A. Ibrahimbegovic

A Bayesian approach to parameter identification for phase-field modeling fracture
T. Wu, B.V. Rosic, L. De Lorenzis and H.G. Matthies

Sparse bayesian polynomial chaos approximations of elasto-plastic material models
B.V. Rosic and H.G. Matthies