29 citations · 31 across the 4 of their papers we have counts for
5 papers
Performance Benchmarking of Tensor Trains for accelerated Quantum-Inspired Homogenization on TPU, GPU and CPU architectures
Sascha H. Hauck, Matthias Kabel, Nicolas R. Gauger
Recent advances in high-resolution CT-imaging technology are creating a new class of ultra-high resolved microstructural datasets that challenge the limits of traditional homogeniz…
A Performance Study of Variational Quantum Algorithms for Solving the Poisson Equation on a Quantum Computer
Mazen Ali, Matthias Kabel
Recent advances in quantum computing and their increased availability has led to a growing interest in possible applications. Among those is the solution of partial differential eq…
QFT-based Homogenization
Felix Givois, Matthias Kabel, Nicolas Gauger
Efficient numerical characterization is a key problem in composite material analysis. To follow accuracy improvement in image tomography, memory efficient methods of numerical char…
FFT-based Homogenization at Finite Strains using Composite Boxels (ComBo)
Sanath Keshav, Felix Fritzen, Matthias Kabel
Computational homogenization is the gold standard for concurrent multi-scale simulations (e.g., FE2) in scale-bridging applications. Experimental and synthetic material microstruct…
AutoMat -- Automatic Differentiation for Generalized Standard Materials on GPUs
Johannes Blühdorn, Nicolas R. Gauger, Matthias Kabel
We propose a universal method for the evaluation of generalized standard materials that greatly simplifies the material law implementation process. By means of automatic differenti…