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Multi-Objective Lookahead Bayesian Optimization for Process Parameter Optimization in Non-Isothermal Glass Molding2025 Procedia CIRP article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Hendrik Mende, Lukas Jäschke, Gustavo Schewinski, Dennis Grunert, Robert Heinrich Schmitt
0citations -
Reinforcement Learning for Quality-Oriented Production Process Parameter Optimization Based on Predictive Models2023 Advances in transdisciplinary engineering book-chapter Computer Science Reinforcement Learning in Robotics Open access
Akshay Paranjape, Nils Plettenberg, Markus Ohlenforst, Robert Heinrich Schmitt
2citations -
Induced network-based transfer learning in injection molding for process modelling and optimization with artificial neural networks97citations
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Reinforcement Learning Agent for Multi-Objective Online Process Parameter Optimization of Manufacturing Processes2025 Applied Sciences article Computer Science Advanced Multi-Objective Optimization Algorithms Open access cited by 1 patent
Akshay Paranjape, Nahid Quader, Lars Uhlmann, Benjamin Berkels, Dominik Wolfschläger, Robert Heinrich Schmitt, +1 more
4citations -
Data-driven Product-Process Optimization of N-isopropylacrylamide Microgel Flow-Synthesis2023 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Luise F. Kaven, Artur M. Schweidtmann, Jana Israel, Nadja Wolter, Alexander Mitsos
0citations -
A new approach for parameter optimization of parallel mechanisms based on Stackelberg game theory and Gaussian process regression3citations
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Optimization of the Cold Extrusion Process of SAE 1004 Steel for the Production of Hexagonal Flange Head Screws2025 Revista de Gestão Social e Ambiental article Engineering Metal Forming Simulation Techniques Open access
Evie Freitas, Diego Pacheco Wermuth, André Rosiak, Lírio Schaeffer
0citations -
Investigation of synergies between solar energy and high-temperature heat pumps for process heat applications in Germany using nonlinear techno-economic optimization2025 Energy Conversion and Management article Energy Solar Thermal and Photovoltaic Systems Open access
Matthias Loevenich, Martin Bähr, Rushit Kansara, Jürgen Dersch, Robert Pitz‐Paal
5citations -
Advancements in Battery Cell Finalization: Insights from an Expert Survey and Prospects for Process Optimization2024 World Electric Vehicle Journal article Engineering Advanced Battery Technologies Research Open access
Tobias Robben, Christian Offermanns, Heiner Hans Heimes, Achim Kampker
4citations