research
∙
09/04/2021
Deep Convolutional Neural Networks Predict Elasticity Tensors and their Bounds in Homogenization
In the present work, 3D convolutional neural networks (CNNs) are trained...
share
research
∙
03/16/2021
Computational Homogenization of Concrete in the Cyber Size-Resolution-Discretization (SRD) Parameter Space
Micro- and mesostructures of multiphase materials obtained from tomograp...
research
∙
09/04/2020
From image data towards microstructure information – accuracy analysis at the digital core of materials
A cornerstone of computational solid mechanics in the context of digital...
research
∙
08/25/2019
Error Analysis for Quadtree-Type Mesh-Coarsening Algorithms Adapted to Pixelized Heterogeneous Microstructures
Pixel- and voxel-based representations of microstructures obtained from ...
research
∙
08/22/2019