3 citations · 3 across the 1 of their papers we have counts for
3 papers
cs.LG2020★ 3 cited
Explainable Machine Learning Control -- robust control and stability analysis
Markus Quade, Thomas Isele, Markus Abel
Recently, the term explainable AI became known as an approach to produce models from artificial intelligence which allow interpretation. Since a long time, there are models of symb…
nlin.AO2019★ 28 cited
Inferring the dynamics of oscillatory systems using recurrent neural networks
Rok Cestnik, Markus Abel
We investigate the predictive power of recurrent neural networks for oscillatory systems not only on the attractor, but in its vicinity as well. For this we consider systems pertur…
physics.flu-dyn2015★ 3 cited
Feedback Control of Turbulent Shear Flows by Genetic Programming
Thomas Duriez, Vladimir Parezanović, Kai von Krbek +14
Turbulent shear flows have triggered fundamental research in nonlinear dynamics, like transition scenarios, pattern formation and dynamical modeling. In particular, the control of…