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ORCIDChristian Kühnert
Person information
- affiliation: Fraunhofer IOSB, Mess-, Regelungs- und Diagnosesysteme, Karlsruhe, Germany
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Books and Theses
- 2013
[b1]Christian Kühnert:
Data-driven Methods for Fault Localization in Process Technology. Karlsruhe Institute of Technology, KIT Scientific Publishing 2013
Journal Articles
- 2012
- [j1]Christian Kühnert, Lutz Gröll, Michael Heizmann, Markus Reischl
, Ralf Mikut:
Methoden zur datengetriebenen Formulierung und Visualisierung von Kausalitätshypothesen. Autom. 60(10): 630-640 (2012)
Conference and Workshop Papers
- 2021
- [c7]Oliver Niggemann, Alexander Diedrich, Christian Kühnert, Erik Pfannstiel, Joshua Schraven:
A Generic DigitalTwin Model for Artificial Intelligence Applications. ICPS 2021: 55-62 - 2018
- [c6]Thomas Bernard, Christian Kühnert, Enrique Campbell:
Web-based Machine Learning Platform for Condition- Monitoring. ML4CPS 2018: 36-45 - [c5]Johannes Sailer, Christian Frey, Christian Kühnert:
GPU GEMM-Kernel Autotuning for scalable machine learners. ML4CPS 2018: 66-76 - [c4]Christian Kühnert, Christian Frey, Ruben Seyboldt:
Detection of Directed Connectivities in Dynamic Systems for Different Excitation Signals using Spectral Granger Causality. ML4CPS 2018: 97-106 - 2016
- [c3]Christian Kühnert, Miriam Schleipen, Michael Okon, Robert Henßen, Tino Bischoff:
A Modular Architecture for Smart Data Analysis using AutomationML, OPC-UA and Data-driven Algorithms. ML4CPS 2016: 25-33 - [c2]Christian Kühnert, Idel Montalvo Arango:
A Generic Data Fusion and Analysis Platform for Cyber-Physical Systems. ML4CPS 2016: 45-54 - 2009
- [c1]Christian Kühnert, Thomas Bernard:
Extraction of optimal control patterns in industrial batch processes based on Support Vector Machines. CCA/ISIC 2009: 481-486
Editorship
- 2019
- [e2]Jürgen Beyerer, Christian Kühnert, Oliver Niggemann:
Machine Learning for Cyber Physical Systems, Selected papers from the International Conference ML4CPS 2018, Karlsruhe, Germany, October 23-24, 2018. Springer 2019, ISBN 978-3-662-58484-2 [contents] - 2017
- [e1]Jürgen Beyerer, Oliver Niggemann, Christian Kühnert:
Machine Learning for Cyber Physical Systems, Selected papers from the International Conference ML4CPS 2016, Karlsruhe, Germany, September 29, 2016. Springer 2017, ISBN 978-3-662-53805-0 [contents]
Informal and Other Publications
- 2020
- [i2]Oliver Niggemann, Alexander Diedrich, Christian Kühnert, Erik Pfannstiel, Joshua Schraven:
The DigitalTwin from an Artificial Intelligence Perspective. CoRR abs/2010.14376 (2020) - 2019
- [i1]Christian Kühnert, Johannes Sailer, Patrick Weiß:
Product Quality Prediction in Batch Processes with Small Sample Sizes Using Siamese Networks. ERCIM News 2019(119) (2019)
Coauthor Index
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