17 citations · 17 across the 1 of their papers we have counts for
2 papers
cs.CE2024
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter +2
In this study, we develop a novel multi-fidelity deep learning approach that transforms low-fidelity solution maps into high-fidelity ones by incorporating parametric space informa…
cs.CE2020★ 17 cited
Correlation structure in the elasticity tensor for short fiber-reinforced composites
Natalie Rauter, Rolf Lammering
The present work provides a profound analytical and numerical analysis of the material properties of SFRC on the mesoscale as well as the resulting correlation structure taking int…