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Papers matching “Bayesian optimization” 366

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Geometry optimization of a continuous millireactor via CFD and Bayesian optimization
2023 Computers & Chemical Engineering article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Moritz J. Begall, Artur M. Schweidtmann, Adel Mhamdi, Alexander Mitsos

14

citations
Optimization of the injection beam line at the Cooler Synchrotron COSY using Bayesian Optimization
2023 Journal of Instrumentation article Engineering Particle accelerators and beam dynamics Open access

Awal Awal, J. Hetzel, R. Gebel, V. Kamerdzhiev, Jörg Pretz

6

citations
Optimization of the injection beam line at the Cooler Synchrotron COSY using Bayesian Optimization
2023 arXiv (Cornell University) preprint Engineering Particle accelerators and beam dynamics Open access

Awal Awal, J. Hetzel, R. Gebel, V. Kamerdzhiev, J. Pretz

0

citations
Multi-Objective Lookahead Bayesian Optimization for Process Parameter Optimization in Non-Isothermal Glass Molding
2025 Procedia CIRP article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Hendrik Mende, Lukas Jäschke, Gustavo Schewinski, Dennis Grunert, Robert Heinrich Schmitt

0

citations
Multi-Objective Optimization of a Path-following MPC for Vehicle Guidance: A Bayesian Optimization Approach
2021 European Control Conference (ECC) conference-paper Engineering Vehicle Dynamics and Control Systems Open access cited by 1 patent

Ali Gharib, Robert Ritschel

20

citations
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB
2024 ACM Transactions on Evolutionary Learning and Optimization article Decision Sciences Advanced Bandit Algorithms Research

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

28

citations
Twofold Adaptive Design Space Reduction for Constrained Bayesian Optimization of Transonic Compressor Blades
2024 conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Lisa Pretsch, Ilya Arsenyev, Elena Raponi, Fabian M. E. Duddeck

5

citations
High Dimensional Bayesian Optimization with Kernel Principal Component Analysis
2022 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Kirill Antonov, Elena Raponi, Hao Wang, Carola Doerr

2

citations
A Collaborative Bayesian Optimization Dashboard for Manufacturing Process Optimization
2026 Procedia CIRP article Decision Sciences Optimal Experimental Design Methods Open access

Lars Leyendecker, Mohamed Amine Kooli, Christian Wergers, Dennis Grunert, Robert Heinrich Schmitt

1

citations
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB
2023 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

2

citations
Benchmark of Bayesian Optimization and Metaheuristics for Control Engineering Tuning Problems with Crash Constraints
2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Dirk Abel

6

citations
Robust Parametrization of a Model Predictive Controller for a CNC Machining Center Using Bayesian Optimization
2020 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Muzaffer Ay, Dirk Abel

25

citations
Computationally Efficient Electromagnetic Transient Power System Studies using Bayesian Optimization
2023 arXiv (Cornell University) preprint Engineering Power System Optimization and Stability Open access

Evelyn Heylen

0

citations
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
2026 RWTH Publications (RWTH Aachen) article Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Sebastian Trimpe

0

citations
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
2026 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Sebastian Trimpe

0

citations
Bayesian Optimization of Partially Known Systems using Hybrid Models
2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Eike Cramer, Luis Kutschat, Oliver Stollenwerk, Joel A. Paulson, Alexander Mitsos

0

citations
Electric Machine Co-Optimization: System Design Process Using Bayesian Optimization and Nonlinear Model Predictive Control
2024 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

0

citations
Local policy search with Bayesian optimization
2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Sarah Müller, Alexander von Rohr, Sebastian Trimpe

17

citations
Integrating Cloud Computing, Bayesian Optimization, and Neural-Additive Modeling for Enhanced CAM Systems in 5-Axis Milling
2024 Procedia CIRP article Engineering Manufacturing Process and Optimization Open access

Viktor Rudel, Georg Vinogradov, Philipp Ganser, Thomas Bergs, Markus Frings, Valentina König, +3 more

3

citations
Using Bayesian optimization for warpage compensation in injection molding
2024 Materialwissenschaft und Werkstofftechnik article Engineering Injection Molding Process and Properties Open access

Steffen Tillmann, Marek Behr, Stefanie Elgeti

15

citations
Feasibility-Driven Trust Region Bayesian Optimization
2025 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Paolo Ascia, Elena Raponi, Thomas Bäck, Fabian M. E. Duddeck

0

citations
Learning to bin: differentiable and Bayesian optimization for multi-dimensional discriminants in high-energy physics
2026 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access

Johannes Erdmann, Nitish Kumar, Florian Mausolf

0

citations
Multi-Objective Bayesian Optimization of Dual-Phase Steel Microstructures for Minimal Damage Initiation
2026 Key engineering materials article Engineering Microstructure and Mechanical Properties of Steels Open access

Niklas C. Fehlemann, Maximilian Hribsek, Sebastian Münstermann

0

citations
Early Stopping Bayesian Optimization for Controller Tuning
2024 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Decision Sciences Advanced Bandit Algorithms Research

Dominik Scheurenberg, Heike Vallery, Sebastian Trimpe

2

citations
Early Stopping Bayesian Optimization for Controller Tuning
2025 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Dominik Scheurenberg, Heike Vallery, Sebastian Trimpe

0

citations