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Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab2026 Machine Learning and Knowledge Extraction article Computer Science Research Data Management Practices Open access
Leon Gorißen, Jan-Niklas Schneider, Mohamed Behery, Philipp Brauner, David Kötter, Thomas Käster, +7 more
2citations -
Development of a Framework for Continual Learning in Industrial Robotics2022 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Computer Science Domain Adaptation and Few-Shot Learning
Minh Trinh, Lukas Grundel, Victoria Hankemeier, Simon Storms, Christian Brecher
1citations -
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 -
Code and Data for: Optogenetic Synchronization in Excitable Media by Archimedean Spiral Illumination2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Nonlinear Dynamics and Pattern Formation Open access
Qi-Hao Li, Song Han, Yin-Jie He, Y Zhao, Bing-Wei Li, Hans Dierckx, +2 more
1citations -
Code and Data for: Optogenetic Synchronization in Excitable Media by Archimedean Spiral Illumination2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Nonlinear Dynamics and Pattern Formation Open access
Qi-Hao Li, Song Han, Yin-Jie He, Y Zhao, Bing-Wei Li, Hans Dierckx, +2 more
1citations -
Sailing Towards Zero-Shot State Estimation using Foundation Models Combined with a UKF2025 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Computer Science Target Tracking and Data Fusion in Sensor Networks
Tobin Holtmann, David Stenger, Andrés Felipe Posada-Moreno, Friedrich Solowjow, Sebastian Trimpe
0citations -
LSTM-based Inverse Dynamics Learning for Franka Emika Robot2024 International Conference on Control, Automation and Diagnosis (ICCAD) conference-paper Computer Science Reinforcement Learning in Robotics
Jan-Niklas Schneider, Leon Gorißen, Thomas Käster, Philipp Walderich, Christian Hinke
1citations -
A Consensus-Based Algorithm for Multi-Objective Optimization and Its Mean-Field Description13citations