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Optimized Pulse Patterns Design for Electrical Drives: A Reinforcement Learning Approach2026 IEEE Open Journal of the Industrial Electronics Society article Engineering Electric Motor Design and Analysis Open access
Mohammad Abu-Ali, Felix Berkel, Maximilian Manderla, Markus Pietschner, Daniel Görges
0citations -
Global sensitivity analysis towards non-invasive parameterization of the electrochemical-thermal model for lithium-ion batteries2025 Advances in Applied Energy article Engineering Advanced Battery Technologies Research Open access
Sven Patrick Mattus, Wenjiong Cao, Dirk Uwe Sauer, Weihan Li
22citations -
A causal perspective on Machine Learning for concrete quality predictions and data-driven mixture optimization2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Concrete and Cement Materials Research Open access
Thorsten Kalb, Anil Esen, Elsa Qoku, Thomas Matschei, Chiara Masiero, Gian Antonio Susto
0citations -
A causal perspective on Machine Learning for concrete quality predictions and data-driven mixture optimization2026 SSRN Electronic Journal preprint Engineering Concrete and Cement Materials Research Open access
Thorsten Kalb, Anil Esen, Elsa Qoku, Thomas Matschei, Chiara Masiero, Gian Antonio Susto
0citations -
Let's talk scalability: The current status of multi-domain thermal comfort models as support tools for the design of office buildings (Dataset v1.2.1)2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Building Energy and Comfort Optimization Open access
Eugene Mamulova, Marcel G. L. C. Loomans, Roel Loonen, Marcel Schweiker, H.S.M. Kort
1citations -
Let's talk scalability: The current status of multi-domain thermal comfort models as support tools for the design of office buildings (Dataset v1.2.1)2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Building Energy and Comfort Optimization Open access
Eugene Mamulova, Marcel G. L. C. Loomans, Roel Loonen, Marcel Schweiker, H.S.M. Kort
0citations -
Let's talk scalability: The current status of multi-domain thermal comfort models as support tools for the design of office buildings (Dataset v1.2.0)2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Building Energy and Comfort Optimization Open access
Eugene Mamulova, Marcel G. L. C. Loomans, Roel Loonen, Marcel Schweiker, H.S.M. Kort
0citations -
Towards the application of operational design domain based scene generation for artificial intelligence training in railway automation2024 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Engineering Autonomous Vehicle Technology and Safety
Till Mersmann, Friedrich Betz, Julian Eichenbaum, Simon Klamt, Yannick Otten, Ingrid Scholl, +1 more
2citations -
Reducing Conservatism in Robust Data-Driven MPC via the S-Variable Method and Time-varying Lyapunov Functions2025 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Advanced Control Systems Optimization
Hoang Hai Nguyen, Dennis Gramlich, Christian Ebenbauer, Rolf Findeisen
0citations