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Fault detection and diagnosis in building energy systems: A tool chain for the automated generation of training data2021 Journal of Physics Conference Series conference-paper Engineering Fault Detection and Control Systems Open access
Christine van Stiphoudt, Florian Stinner, Gerrit Bode, Alexander Kümpel, Dirk Müller
4citations -
Enhancing Lidar-Based Object Detection in Adverse Weather Using Offset Sequences in Time2023 International Conference on Electrical, Computer and Energy Technologies (ICECET) conference-paper Engineering Autonomous Vehicle Technology and Safety
Raphael van Kempen, Tim Rehbronn, Abin Jose, Johannes Stegmaier, Bastian Lampe, Timo Woopen, +1 more
6citations -
Edge Case Detection in Automated Driving: Methods, Challenges, and Future Directions2026 IEEE Transactions on Intelligent Transportation Systems article Engineering Autonomous Vehicle Technology and Safety Open access
Saeed Rahmani, Sabine Rieder, Erwin de Gelder, Marcel Sonntag, Jorge Mallada, Sytze Kalisvaart, +3 more
2citations -
Enhancing Lidar-based Object Detection in Adverse Weather using Offset Sequences in Time2024 RWTH Publications (RWTH Aachen) conference-paper Engineering Autonomous Vehicle Technology and Safety Open access
Raphael van Kempen, Tim Rehbronn, Abin Jose, Johannes Stegmaier, Bastian Lampe, Timo Woopen, +1 more
0citations -
State-of-the-art of the digital twin concept in HVAC+R systems for thermal management of buildings2025 Renewable and Sustainable Energy Reviews article Engineering Building Energy and Comfort Optimization Open access
Nasiru I. Ibrahim, Christian Vering, Niccolò Giannetti, Moojoong Kim, Sholahudin, Thomas Storek, +2 more
14citations -
Automated data labeling of building automation systems using time series data and conditional probabilities2023 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Mohamad Maghnie, Florian Stinner, Alexander Kümpel, Dirk Müller
1citations -
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian
0citations