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Smart Process Failure Analysis based on Bayesian Networks and Knowledge Graphs2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) conference-paper Engineering Fault Detection and Control Systems
Aleksandra Müller, Luca Simon, Oliver Petrović, Werner Herfs, Christian Brecher
0citations -
Reducio: Data Aggregation and Stability Detection for Industrial Processes Using In-Network Computing2025 ACM International Conference on Distributed and Event-Based Systems (DEBS) conference-paper Engineering Fault Detection and Control Systems Open access
Liam Tirpitz, Ike Kunze, Philipp Niemietz, Anna Kathrin Gerhardus, Thomas Bergs, Sandra Geisler
3citations -
Study on identifying GMAW process deviations by means of optical and electrical process data using ANN2020 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) conference-paper Engineering Welding Techniques and Residual Stresses
Uwe Reisgen, Samuel Mann, Lukas Oster, Gregor Gott, Rahul Sharma, Dirk Uhrlandt
4citations -
Shaping the Digital Transformation in Production: An Information and Network-Centric Perspective2026 Lecture notes in computer science conference-paper Engineering Digital Transformation in Industry
Jan Pennekamp, Ike Kunze, Liam Tirpitz, Benedikt Bode, Constantin Sander, Sandra Geisler, +1 more
0citations -
A Digital Twin Network for Computational Neuroscience Simulators: Exploring Network Architectures for Acceleration of Biological Neural Network Simulations2citations
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Towards Human-Centered Best Practice Sharing in Global Production Networks for More Socially Sustainable Production Processes2023 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) conference-paper Engineering Ergonomics and Human Factors
Sebastian Pütz, Alexander Schollemann, Annika Laura Felter, Mirlinda Hajdari, Alexander Mertens, Seth Schmitz, +2 more
0citations -
In-Situ Model Validation for Continuous Processes Using In-Network Computing2024 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) conference-paper Engineering Fault Detection and Control Systems Open access
Ike Kunze, Dominik Scheurenberg, Liam Tirpitz, Sandra Geisler, Klaus Wehrle
2citations -
Objectifying Machine Setup and Parameter Selection in Expert Knowledge Dependent Industries Using Invertible Neural Networks2022 Lecture notes in mechanical engineering conference-paper Computer Science Neural Networks and Applications Open access
Kai Müller, Andrés Felipe Posada-Moreno, Lukas Pelzer, Thomas Gries
1citations -
Preface to the Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022)2023 ISTI Open Portal conference-paper Computer Science Artificial Intelligence Applications Open access
M. Pegoraro, Bacciu D. (relatore), Burattin A, Carta A., Dazzi P., De Leoni M., +2 more
0citations -
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention10citations
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Enhancing BEV Energy Management: Neural Network-Based System Identification for Thermal Control Strategies2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Advanced Battery Technologies Research
Kai Franke, David Hemkemeyer, Patrick Schutzeich, Lukas Schäfers, Stefan Pischinger
0citations -
Combining Knowledge About Metabolic Networks and Single-Cell Data with Maximum Entropy2025 conference-paper Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Carola Sophia Heinzel, Johann F. Jadebeck, Elisabeth Zelle, Johannes Seiffarth, Katharina Nöh
0citations