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A new approach for parameter optimization of parallel mechanisms based on Stackelberg game theory and Gaussian process regression3citations
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Reinforcement Learning for Quality-Oriented Production Process Parameter Optimization Based on Predictive Models2023 Advances in transdisciplinary engineering book-chapter Engineering Digital Transformation in Industry Open access
Akshay Paranjape, Nils Plettenberg, Markus Ohlenforst, Robert Heinrich Schmitt
2citations -
Normalized Field Product Approach: A Parameter‐Free Density Evaluation Method for Close‐To‐Binary Solutions in Topology Optimization With Embedded Length Scale3citations
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Reinforcement Learning Agent for Multi-Objective Online Process Parameter Optimization of Manufacturing Processes2025 Applied Sciences article Engineering Manufacturing Process and Optimization Open access cited by 1 patent
Akshay Paranjape, Nahid Quader, Lars Uhlmann, Benjamin Berkels, Dominik Wolfschläger, Robert Heinrich Schmitt, +1 more
3citations -
Achromatic Talbot lithography with partially coherent extreme ultraviolet radiation: mask and illumination parameter optimization2024 Journal of Micro/Nanopatterning Materials and Metrology article Engineering Advancements in Photolithography Techniques Open access
Bernhard Lüttgenau, Sascha Brose, Serhiy Danylyuk, Jochen Stollenwerk, Carlo Holly
0citations -
Parameter estimation and dynamic optimization of an industrial fed-batch reactor2023 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Engineering Advanced Control Systems Optimization
Jan G. Rittig, Jan C. Schulze, Lars Henrichfreise, Sebastian Recker, Alexander Mitsos, Adel Mhamdi
0citations -
Single-crystal structure formation in laser directed energy deposited Inconel 718 through process parameter optimization and substrate orientation tuning2024 Journal of Materials Processing Technology article Engineering Additive Manufacturing Materials and Processes
Li Zuo, Xin Lin, Shang Sui, Xuan Zhao, Chongliang Zhong, Andrés Gasser, +1 more
11citations -
A Conceptual Framework for Production Process Parameter Optimization with Modular Hybrid Simulations2023 Lecture notes in computer science conference-paper Engineering Flexible and Reconfigurable Manufacturing Systems
Sylwia Olbrych, Marco Kemmerling, Hans Aoyang Zhou, Daniel Lütticke, Robert Heinrich Schmitt
0citations -
Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn2022 Frontiers in Computational Neuroscience article Engineering Advanced Memory and Neural Computing Open access
Alper Yegenoglu, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aarón Pérez Martín, +4 more
9citations -
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