2 papers
cs.CE2025
A data-driven multiscale scheme for anisotropic finite strain magneto-elasticity
Heinrich T. Roth, Philipp Gebhart, Karl A. Kalina +2
In this work, we develop a neural network-based, data-driven, decoupled multiscale scheme for the modeling of structured magnetically soft magnetorheological elastomers (MREs). On…
physics.app-ph2025
What do Large Language Models know about materials?
Adrian Ehrenhofer, Thomas Wallmersperger, Gianaurelio Cuniberti
Large Language Models (LLMs) are increasingly applied in the fields of mechanical engineering and materials science. As models that establish connections through the interface of l…