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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 -
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 -
Predictive Data-Driven Model Based on Generative Adversarial Network for Premixed Turbulence-Combustion Regimes2022 Combustion Science and Technology article Engineering Combustion and flame dynamics Open access
Temistocle Grenga, Ludovico Nista, Christoph Schumann, Gandolfo Scialabba, Antonio Attili, Heinz G. Pitsch
15citations -
Incorporating A Priori Statistical Situational Knowledge into Model Predictive Control Algorithms2025 Zenodo (CERN European Organization for Nuclear Research) conference-paper Engineering Vehicle Dynamics and Control Systems Open access
Philippe Legran, Fabian Ruß, Jobst Nikolaus Bertram Beckmann, Sven Tarlowski, Lutz Eckstein
0citations -
Incorporating A Priori Statistical Situational Knowledge into Model Predictive Control Algorithms2025 Zenodo (CERN European Organization for Nuclear Research) conference-paper Engineering Vehicle Dynamics and Control Systems Open access
Philippe Legran, Fabian Stefan Ruß, Jobst Nikolaus Bertram Beckmann, Sven Tarlowski, Lutz Eckstein
0citations -
Comparative study of neural network based and white box model predictive control for a room temperature control application2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Phillip Stoffel, Max Berktold, Arman Gall, Alexander Kiimpel, Dirk Müller
6citations -
Improving Manufacturing Efficiency for Discontinuous Processes by Methodological Cross-Domain Knowledge Transfer2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access
Yannik Lockner, Paul Buske, Maximilian Rudack, Moritz Kröger, Seyed Ruhollah Dokhanchi, Julia Janowitz, +8 more
2citations -
Improving Manufacturing Efficiency for Discontinuous Processes by Methodological Cross-Domain Knowledge Transfer2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access
Yannik Lockner, Paul Buske, Maximilian Rudack, Moritz Kröger, Seyed Ruhollah Dokhanchi, Julia Janowitz, +8 more
2citations -
Self-Calibrating Loss Models for Real-Time Monitoring of Power Modules Based on Artificial Neural Networks2022 IEEE Energy Conversion Congress and Exposition (ECCE) conference-paper Engineering Silicon Carbide Semiconductor Technologies cited by 1 patent
Sven Kalker, David Meier, Christoph H. van der Broeck, Rik W. De Doncker
11citations -
LLMs as designers of physics-constrained neural networks for constitutive modeling: a demonstration on hyperelastic solids2026 Machine learning for computational science and engineering article Engineering Elasticity and Material Modeling Open access
M. Tacke, M. Busch, Kian P. Abdolazizi, Jonas Eichinger, Kevin Linka, Christian Johannes Cyron, +1 more
0citations