Search Results for author: Dorina Weichert

Found 3 papers, 1 papers with code

Robustness in Fatigue Strength Estimation

no code implementations2 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.

Bayesian Optimization for Min Max Optimization

1 code implementation29 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.

Bayesian Optimization

Monte Carlo Tree Search for high precision manufacturing

no code implementations28 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.

Vocal Bursts Intensity Prediction

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