Assist. Prof., scientific researcher
E: primoz.potocnik@fs.uni-lj.si
T: +386 1 4771-605
Pedagogical activity
- Neural networks (Faculty of Mechanical Engineering)
- Autonomous vessels (Faculty of Maritime Studies and Transport)
Research interests
- machine learning
- neural networks
- modelling of processes
- time series forecasting
- signal processing
- nonlinear predictive control
- autonomous maritime systems
- condition monitoring and diagnostics of processes
- industrial applications
Latest research
- Potočnik, P. (2025). Model Predictive Control for Autonomous Ship Navigation with COLREG Compliance and Chart-Based Path Planning. Journal of Marine Science and Engineering, 13(7), 1246. https://doi.org/10.3390/jmse13071246
- Potočnik, P., Jeromen, A., & Govekar, E. (2024). Genetic Algorithm-Based Framework for Optimization of Laser Beam Path in Additive Manufacturing. Metals, 14(4), 410. https://doi.org/10.3390/met14040410
Open source software
- MPC Autonomous Ship Navigation (2025)
- Fundamentals of Neural Networks (2022)
- Detection of ships on satellite images using YOLO v2 deep learning (2022)
Bibliography
- Personal research bibliography in COBISS
- Dreaming, waking up and falling into Being. A scientist‘s adventures and explorations of consciousness (2022)
Profiles