The mechanical behavior of many applied materials arises from their microstructure. Thus, to aid the design, development and industrialization of new materials,

We investigate deep material networks (DMN). We lay the mathematical foundation of DMNs and present a novel DMN formulation, which is characterized by a reduced

Materials of industrial interest often show a complex microstructure which directly influences their macroscopic material behavior. For simulations on the compo

The aim of this work is to model and experimentally characterize the anisotropic material behavior of SMC composites on the macroscale with consideration of the

Computational homogenization permits to capture the influence of the microstructure on the cyclic mechanical behavior of polycrystalline metals. In this work we