no code implementations • 2 Dec 2022 • Dorina Weichert, Alexander Kister, Sebastian Houben, Gunar Ernis, Stefan Wrobel
Fatigue strength estimation is a costly manual material characterization process in which state-of-the-art approaches follow a standardized experiment and analysis procedure.
no code implementations • 13 Jun 2022 • Nathalie Paul, Tim Wirtz, Stefan Wrobel, Alexander Kister
We propose the introduction of a so-called pool in the system which serves as a collection point for unvisited nodes.
1 code implementation • 29 Jul 2021 • Dorina Weichert, Alexander Kister
We propose algorithms that perform Min Max Optimization in a setting where the function that should be optimized is not known a priori and hence has to be learned by experiments.
no code implementations • 28 Jul 2021 • Dorina Weichert, Felix Horchler, Alexander Kister, Marcus Trost, Johannes Hartung, Stefan Risse
Monte Carlo Tree Search (MCTS) has shown its strength for a lot of deterministic and stochastic examples, but literature lacks reports of applications to real world industrial processes.
no code implementations • 8 Jan 2021 • Joachim Sicking, Alexander Kister, Matthias Fahrland, Stefan Eickeler, Fabian Hüger, Stefan Rüping, Peter Schlicht, Tim Wirtz
Statistical models are inherently uncertain.
no code implementations • 25 Sep 2019 • Joachim Sicking, Alexander Kister, Matthias Fahrland, Stefan Eickeler, Fabian Hueger, Stefan Rueping, Peter Schlicht, Tim Wirtz
Statistical models are inherently uncertain.