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Journals and Conference Proceedings
- Hakonen, U., Manngård, M., Laine, S., & Viitala, R. (2024). Torque Reconstruction for Maritime Powertrains Using Trend Filtering. IFAC-PapersOnLine, 58(20), 101-106.
- Ahmad, T., & Truscan, D. (2024, May). Early Detection with Explainability of Network Attacks Using Deep Learning. In 2024 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW) (pp. 161-167). IEEE.
- Manngård, M., Bouzoulas, D., Hakonen, U., Viitala, R., & Kronqvist, J. (2025, July). On the Real-Time Compliance of Moving-Horizon Simultaneous Input-and-State Estimation Problems. In 2025 American Control Conference (ACC) (pp. 1902-1907). IEEE.
- Möller, C., Björkskog, C., Jatta, L., Lundell, A., Manngård, M., & Westö, J. (2025). Towards automated parameter extraction from engineering documents. In Proceedings of the IFAC Intelligent Manufacturing Systems (IMS).
- Ahmad, T., Butkovic, M., & Truscan, D. (2025, March). Using Reinforcement Learning for Security Testing: A Systematic Mapping Study. In 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW) (pp. 208-216). IEEE.
- Lahbib, H. B., Vain, J., Bennani, M. T., Truscan, D., Sudherbaabu, G., Mughees, A., … & Yaseen, A. (2025, September). Two-phase Path Planning for Fuel-Efficient Safe Navigation. In European Workshop on Maritime Systems Resilience and Security. Zenodo.
- Peltomäki, J., & Porres, I. (2025). Requirement falsification for cyber-physical systems using generative models. Automated Software Engineering, 32(2), 1-48.
- Winsten, J., & Porres, I. (2025, March). Unified Search for Multi-requirement Falsification for Cyber-Physical Systems. In 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW) (pp. 235-243). IEEE.
- Sudheerbabu, G., Truscan, D., Manngård, M., & Klemets, K. (2025, October). Validation of dynamic simulation models using metamorphic testing and given-when-then patterns. In Proceedings of the 16th International Modelica & FMI Conference (pp. 139–146).
Thesis Work
- Rajamäki, J. (2025). Artificial intelligence enhanced extended reality as part of ship commissioning (M. Sc. Thesis, University of Turku). https://urn.fi/URN:NBN:fi-fe2025030415734
- Laine, T. (2025). Digital twin implementation with functional mock-up interface for automation systems (M. Sc. Thesis, Aalto University, Valmet Automation). https://urn.fi/URN:NBN:fi:aalto-202411217342
- Yaseen, A. (2024). Co-Simulator: A Platform for Integrating Trajectory Planning Tools and Co-Simulation Environments. (M. Sc. Thesis, Åbo Akademi University). https://urn.fi/URN:NBN:fi-fe202501164094
- Haider, M. A., & Mushtaq, U. (2025). Implementing a Systematic Mapping Study on Vessel Commissioning Testing in the Maritime Domain. (M. Sc. Thesis, Åbo Akademi University). https://urn.fi/URN:NBN:fi-fe202501164094
- Mughees, A. (2025). An Investigation into Using LLMs for Black Box Testing of Functional Mock-Up Units. (M. Sc. Thesis, Åbo Akademi University). https://urn.fi/URN:NBN:fi-fe2025041426726
Workshops (Extended Abstracts)
- Björkskog, C., Westö, J., & Möller, C. (2025). A framework for integrated tacit industry knowledge and academic research. In SOAK 2025. Novia University of Applied Sciences.
- Möller, C., Jatta, L., Björkskog, C., Manngård, M., & Westö, J. (2025). MERI – An open source package for modality-aware extraction and retrieval of information . In SOAK 2025. Novia University of Applied Sciences.
- Bouzoulas, D., Manngård, M., & Kronqvist, J. (2025). Towards meeting real-time requirements in virtual sensing. In SOAK 2025. Novia University of Applied Sciences.
- Klemets, K. (2025). System simulation of maritime automation systems using co-simulation with FMI and OPC-UA. In Proceedings of the Nordic Process Control Workshop (NPCW 2025).
- Asadizadehshiraz, M., Kaya, E. C., Jastrzebski, R., Tohmola, S., Herranen, T., & Böling, J. (2025). The simulation of shipboard microgrids. In Proceedings of the Nordic Process Control Workshop (NPCW 2025).
- Tahir, A., Prinsén, P., & Böling, J. (2025). Model and software in-the-loop testing of engine’s speed and load control functionality. In Proceedings of the Nordic Process Control Workshop (NPCW 2025).