Tensor-based methods for numerical homogenization from high-resolution images

► Propose a model reduction approach for large image-based analysis. ► Propose an alternative PGD formulation based on a Tucker decomposition. ► Use of a dual-based error estimator on the quantities of interest for homogenization. ► Introduce an adaptive approximation strategy dedicated to homogenization.