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Electric Machine Co-Optimization: System Design Process Using Bayesian Optimization and Nonlinear Model Predictive Control2024 SSRN Electronic Journal preprint Engineering Electric and Hybrid Vehicle Technologies Open access
Christoph Wellmann, Abdul Rahman Khaleel, Tobias Brinkmann, Alexander Wahl, Christian Monissen, Markus Eisenbarth, +1 more
0citations -
Bayesian optimization for extreme high-speed laser material deposition2025 Journal of Laser Applications article Engineering Additive Manufacturing Materials and Processes Open access
Max Gero Zimmermann, Johanna Menn, Viktor Glushych, Thomas Schopphoven, Wilhelm Meiners, Sebastian Trimpe, +1 more
1citations -
Fine-Tuning of Neural Network Approximate MPC without Retraining via Bayesian Optimization2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Henrik Hose, Paul Brunzema, Alexander von Rohr, Alexander Gräfe, Angela P. Schoellig, Sebastian Trimpe
0citations -
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, +1 more
14citations -
Model-Guided Local Bayesian Optimization for Tuning of Interpretable Controllers in Injection Molding2026 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Engineering Injection Molding Process and Properties Open access
Jens Ahlers, Robert Göllinger, Xu Chen, Heike Vallery, Sebastian Stemmler
0citations -
Fully Automated Global Powertrain Optimization for Electric Truck Using Active Learning Algorithm and Backwards Simulation Approach2025 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Electric and Hybrid Vehicle Technologies
Bicheng Chen, Christoph Wellmann, Feihong Xia, René Savelsberg, Jakob Andert, Stefan Pischinger
2citations