A multi-task learning-based optimization approach for finding diverse sets of microstructures with desired properties.
J. Intell. Manuf., April, 2024
Machine learning for structure-guided materials and process design.
CoRR, 2023
Generative models for capturing and exploiting the influence of process conditions on process curves.
J. Intell. Manuf., 2022
Deep reinforcement learning methods for structure-guided processing path optimization.
J. Intell. Manuf., 2022
A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization.
CoRR, 2021
Neuromorphic Vision mit Spiking Neural Networks zur Sturzerkennung im betreuten Wohnen.
Proceedings of the 51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science & Sustainability, Berlin, Germany, 27. September, 2021
Structure-Guided Processing Path Optimization with Deep Reinforcement Learning.
CoRR, 2020
Multiobjective Reinforcement Learning for Reconfigurable Adaptive Optimal Control of Manufacturing Processes.
CoRR, 2018
Model-Free Adaptive Optimal Control of Sequential Manufacturing Processes using Reinforcement Learning.
CoRR, 2018
Meta-process modeling methodology for process model generation in intelligent manufacturing.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
Improving Expert Knowledge in Dynamic Process Monitoring by Symbolic Regression.
Proceedings of the 2012 Sixth International Conference on Genetic and Evolutionary Computing, 2012
Reusable Knowledge from Symbolic Regression Classification.
Proceedings of the Fifth International Conference on Genetic and Evolutionary Computing, 2011
Gesture recognition with inertial sensors and optimized DTW prototypes.
Proceedings of the IEEE International Conference on Systems, 2010
Echtzeit Fußgänger-Videoanalyse zur Unterstützung der Simulation des Personenverhaltens.
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010
Prototype Optimization for Temporarily and Spatially Distorted Time Series.
Proceedings of the It's All in the Timing, 2010
Resistance Spot Welding Process Identification and Initialization Based on Self-Organizing Maps.
Proceedings of the ICINCO 2004, 2004
Towards Adaptive Models for Classification of Technical Objects.
Proceedings of the 8th International Fall Workshop on Vision, Modeling, and Visualization, 2003