Computational homogenization for multiscale modeling of heterogeneous materials Eduard Rohan*, Robert Cimrman, Vladimir Lukes The modeling of heterogeneous materials means to find (compute) global response of structures having characteristic size relevant to the "macroscopic" scale, whereas the physical properties and thereby the structure behaviour is given at the "microscopic" scale characterized by a small parameter $\varepsilon \rightarrow 0$. This setting of the problem requires to homogenize the microstructural behaviour defined in terms of PDEs with oscillating and possibly scale-dependent parameters reflecting some sub-microscopic effects. In the paper we explain a general multiscale modeling methodology and present particular problems which we treated by homogenization. These comprise fluid saturated porous media, elastic waves in phononic materials, acoustic transmission on perforated interfaces and large deforming poroelastic structures. The multiscale homogenization-based models involve the limit systems of PDEs possessing macroscopic fields of interest and the local models which allow to 1) obtain macroscopic model parameters and 2) to recover microscopic response for a particular macroscopic loading. This "microscopic recovery" procedure is more complicated for models with scale-dependent material parameters, such as those governing the fluid-saturated porous media with dual porosities; there the flow described by the Darcy law is featured by heterogeneities (discontinuities) in the hydraulic permeability, $K$, so that in some parts of the microstructure $K$ depends on $\varepsilon$-square, which corresponds to the dual porosity ($\varepsilon$ is the length of the heterogeneity period). In general, the strong heterogeneity results in a new quality of the macroscopic constitutive laws in comparison with those defined at the microscopic level. A similar phenomenon characterizes the phononic materials where strong heterogeneities in elastic coefficients are considered. Numerical results illustrating the mentioned applications and some particular numerical procedures implemented in the in-house developed SfePy software will be presented.