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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 -
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 -
User-Centred Design of a Process-Recommender System for Fibre-Reinforced Polymer Production2020 Lecture notes in computer science conference-paper Computer Science Recommender Systems and Techniques
Thomas Schemmer, Philipp Brauner, Anne Kathrin Schaar, Martina Ziefle, Florian Brillowski
7citations -
Data-Driven Product-Process Optimization of N-Isopropylacrylamide Microgel Flow-Synthesis2023 SSRN Electronic Journal preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Luise F. Kaven, Artur M. Schweidtmann, Jana Israel, Nadja Wolter, Alexander Mitsos
0citations -
Maturity Evaluation of Domain-Specific Language Ecosystems for Cyber-Physical Production Systems2023 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Computer Science Model-Driven Software Engineering Techniques
Sandra Greiner, Bianca Wiesmayr, Kevin Feichtinger, Kristof Meixner, Marco Konersmann, Jérôme Pfeiffer, +6 more
3citations -
Sample-Efficient Reinforcement Learning for Continuous Production: A Case Study on High-Modulus Fiber Tape Spreading2026 International Conference on Electrical, Computer and Energy Technologies (ICECET) conference-paper Computer Science Reinforcement Learning in Robotics
Konstantin L. Zähl, Christoph Henke, Patrick Böhler, Thomas Gries
0citations -
Accelerating Deep Learning Inference in Constrained Embedded Devices Using Hardware Loops and a Dot Product Unit2020 IEEE Access article Computer Science Parallel Computing and Optimization Techniques Open access cited by 1 patent
Jure Vreča, Karl J. X. Sturm, Ernest Gungl, Farhad Merchant, Paolo Bientinesi, Rainer Leupers, +1 more
17citations -
Ontology-based communication service for multi-stage production processes2022 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD) conference-paper Computer Science Semantic Web and Ontologies
Aleksandra Müller, Vincent Hutsch, Simon Storms, Werner Herfs
0citations -
Joint Parameter and State-Space Modelling of Manufacturing Processes using Gaussian Processes2024 2022 IEEE 20th International Conference on Industrial Informatics (INDIN) conference-paper Computer Science Gaussian Processes and Bayesian Inference
Saksham Kiroriwal, Julius Pfrommer, Hendrik Mende, Robert Heinrich Schmitt, Jürgen Beyerer
1citations -
Extended Reality for Additive Manufacturing: Using Virtual Reality to Enhance Knowledge Accessibility Toward Sustainable Production2025 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR) conference-paper Computer Science Virtual Reality Applications and Impacts
Gustavo Melo, Kilyan Emre Talhouet, Johannes Henrich Schleifenbaum
0citations -
Production-Ready Automated ECU Calibration Using Residual Reinforcement Learning2026 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Computer Science Reinforcement Learning in Robotics Open access
Andreas Kampmeier, Kevin Badalian, Lucas Koch, Sung-Yong Lee, Jakob Andert
0citations