Papers matching “learning-based optimization” 90
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Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access
Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti
7citations -
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 -
AIxCell: A Domain-Specific and Meta-Learning based AutoML System for Cellular Image Segmentation2026 The Journal of Machine Learning for Biomedical Imaging article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Jan-Henner Roberg, Lars Leyendecker, Sebastian Schönleben, Robert H. Schmitt
0citations -
Combining biophysical models and machine learning to optimize implant geometry and stimulation protocol for intraneural electrodes2023 Journal of Neural Engineering article Neuroscience Neuroscience and Neural Engineering Open access
Simone Romeni, Elena Losanno, Elisabeth Koert, Luca Pierantoni, Ignacio Delgado, Xavier Navarro, +1 more
15citations -
Compensating Environmental Disturbances in Maritime Path Following Using Deep Reinforcement Learning2026 Journal of Marine Science and Engineering article Engineering Maritime Navigation and Safety Open access
Björn Krautwig, Dominik Wans, Till Temmen, Tobias Brinkmann, Sung-Yong Lee, Daehyuk Kim, +1 more
1citations -
Association Between Computed Tomography–Based AI-Derived Body Composition and Survival in Patients With Pancreatic Ductal Adenocarcinoma2025 The American Journal of Gastroenterology article Medicine Pancreatic and Hepatic Oncology Research Open access
Koen Wijsman, Derk C.F. Klatte, Hani M. Babiker, Aleksander M. Bogdanski, Brandon R. Grossardt, Jeanin Elise van Hooft, +5 more
3citations -
Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon
0citations -
Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan
0citations -
Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan
0citations