1 citations · 1 across the 1 of their papers we have counts for
3 papers
physics.class-ph2021★ 1 cited
Constructing the Hamiltonian from the behaviour of a dynamical system by proper symplectic decomposition
Nima Shirafkan, Pierre Gosselet, Franz Bamer +3
The modal analysis is revisited through the symplectic formalism, what leads to two intertwined eigenproblems. Studying the properties of the solutions, we prove that they form a c…
cs.LG2021
Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models
Arnd Koeppe, Franz Bamer, Michael Selzer +2
(Artificial) neural networks have become increasingly popular in mechanics to accelerate computations with model order reduction techniques and as universal models for a wide varie…
cond-mat.mtrl-sci2020
Origin of reversible and irreversible atomic-scale rearrangements in a model two-dimensional network glass
Firaz Ebrahem, Franz Bamer, Bernd Markert
In this contribution, we investigate the fundamental mechanism of plasticity in a model two-dimensional network glass. The glass is generated by using a Monte Carlo bond-switching…