👨🏫 Professor of Physics Faculty of Natural Sciences and Mathematics, University of Maribor Faculty of Computer Science and Informatics, University of Maribor
| 🔬 Research Interests | 📊 Current Projects |
|---|---|
| Mathematical modeling | Modeling cellular dynamics and analyzing vascular networks |
| Cellular dynamics analysis | Graph Neural Networks (GNN) for medical and biological data |
| Complex network analysis | Python-based statistical and data analysis for scientific publications |
| Natural language processing in medical records (NER) | Web-based simulations with 2D mesh grids and coupled equations |
| Data mining and machine learning |
| 💻 Tech Stack | 📝 Ongoing Work |
|---|---|
| Programming: Python, Go, Rust, JavaScript/TypeScript | Developing an encoder-decoder for time series data imputation |
| Data Analysis: Pandas, NumPy, SciPy | Genetic algorithms for irregular strip packing problems |
| Visualization: Matplotlib, OriginLab, Excel | Building recommendation models based on co-occurrence patterns |
| Machine Learning: TensorFlow, PyTorch, Scikit-Learn |
| 🌍 Courses Taught |
|---|
| Computer Use in Physics (Data visualization, numerical methods, programming) |
| Data Analysis and Scientific Reports for Physics and Engineering |
| Artificial Intelligence (Large language models, practical applications) |