1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 1 cited
Hybrid machine-learned homogenization: Bayesian data mining and convolutional neural networks
Julian Lißner, Felix Fritzen
Beyond the generally deployed features for microstructure property prediction this study aims to improve the machine learned prediction by developing novel feature descriptors. The…
cs.CE2019
Data-Driven Microstructure Property Relations
Julian Lißner, Felix Fritzen
An image based prediction of the effective heat conductivity for highly heterogeneous microstructured materials is presented. The synthetic materials under consideration show diffe…