| A Research Agenda for AI Planning in the Field of Flexible Production Systems A Köcher, R Heesch, N Widulle, A Nordhausen, J Putzke, A Windmann, ... 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems …, 2022 | 15 | 2022 |
| Machine Learning for Cyber-Physical Systems O Niggemann, B Zimmering, H Steude, JL Augustin, A Windmann, ... Digital Transformation: Core Technologies and Emerging Topics from a …, 2023 | 13 | 2023 |
| Learning Physical Concepts in CPS: A Case Study with a Three-Tank System H Steude, A Windmann, O Niggemann IFAC-PapersOnLine 55 (6), 15-22, 2022 | 7 | 2022 |
| Machine Learning in Finance A Windmann RWTH Aachen University, 2020 | 3 | 2020 |
| Artificial Intelligence in Industry 4.0: A Review of Integration Challenges for Industrial Systems A Windmann, P Wittenberg, M Schieseck, O Niggemann arXiv preprint arXiv:2405.18580, 2024 | 2 | 2024 |
| Robustness and Generalization Performance of Deep Learning Models on Cyber-Physical Systems: A Comparative Study A Windmann, H Steude, O Niggemann arXiv preprint arXiv:2306.07737, 2023 | 2 | 2023 |
| On a Uniform Causality Model for Industrial Automation M Krantz, A Windmann, R Heesch, L Moddemann, O Niggemann arXiv preprint arXiv:2209.09618, 2022 | 1 | 2022 |
| Discretization of CPS Time Series with Neural Networks PJ Overlöper, L Moddemann, N Hranisavljevic, A Windmann, ... 2024 IEEE 29th International Conference on Emerging Technologies and Factory …, 2024 | | 2024 |
| SmartShip: Data Decoding Optimization for Onboard AI Anomaly Detection P Ivanovic, A Windmann, P Neumann 2024 23rd International Symposium on Parallel and Distributed Computing …, 2024 | | 2024 |
