Current PhD Research Topics at the KMAD Department
Specialty: 122 – Computer Science
| Full Name | Supervisor | Research Topic | Year of Admission |
| Yaroslav Balaba | Doctor of Science (Phys.‑Math.), Professor, Professor of the CMAD Department. S.Pohorielov | Hybrid fractional FSIR epidemic models with parameter embedding and physics-informed neural networks (PINN) | 2022 |
| Bohdan Skrypka | PhD (Technology), Associate Professor, Assoc. Prof. of the CMAD Department. D.Yelchaninov | Information technology for analysis and synthesis of distributed systems based on computational intelligence | 2023 |
| Eduard Fastovskyi | PhD (Technology), Associate Professor, Assoc. Prof. of the CMAD Department. D.Yelchaninov | Information technology for analysis and synthesis of explainable AI models based on verbal methods | 2023 |
| Mykyta Monastyrskyi | Doctor of Science (Technology), Professor, Professor of the CMAD Department. L.Liubchyk |
Development of blind signal separation methods using machine learning techniques | 2023 |
| Serhii Kovtun | PhD (Technology), Associate Professor, Head of the CMAD Department. O.Akhiiezer |
Models and methods for determining heart rate instability under different types of fibrillation | 2023 |
| Dmytro Komarovskyi | Doctor of Science (Phys.‑Math.), Professor, Professor of the CMAD Department. O. Haluza | Models and methods for optimal control of supply networks with variable structure | 2023 |
| Oleksii Kovalov | Doctor of Science (Phys.‑Math.), Professor, Professor of the CMAD Department. O. Haluza | Models and methods for analysis of micro-images of biological objects | 2023 |
| Oleksii Yanovskyi | PhD (Phys.‑Math.), Associate Professor, Assoc. Prof. of the CMAD Department. O.Tonitsa | Multi-agent approach to supply network management | 2023 |
| Roman Riabokon | Doctor of Science (Technology), Professor, Professor of the CMAD Department. O.Sira | Models and methods of transport logistics under uncertainty | 2023 |
| Rodyslav Sinitsyn | Doctor of Science (Technology), Professor, Professor of the CMAD Department. O.Sira | Models and methods for routing management | 2023 |
| Oleksandr Piddubny | PhD (Technology), Associate Professor, Assoc. Prof. of the CMAD Department. D.Yelchaninov | Information technology for analysis and synthesis of process automation models using robotic process automation as part of collaborative robots based on AI | 2024 |
| Kostiantyn Zamiesov | Doctor of Science (Phys.‑Math.), Professor, Professor of the CMAD Department. O. Haluza | Models and methods for counteracting attacks on neural networks | 2024 |
| Ihor Zaporozhets | PhD (Technology), Associate Professor, Head of the CMAD Department. O.Akhiiezer |
Adaptive selection of decision-making models in cybersecurity systems | 2024 |
| Anton Kramskyi | PhD (Technology), Associate Professor, Head of the CMAD Department. O.Akhiiezer |
Methods for synthesis of models for counteracting cyberattacks | 2024 |
| Dmytro Mykhailychenko | Doctor of Science (Technology), Professor, Professor of the CMAD Department. L.Liubchyk |
Analysis and forecasting of disease patterns using mathematical modeling and deep learning based on integrated multi-omics data | 2024 |
Specialty: :F1 – Applied Mathematics
| Full Name | Supervisor | Research Topic | Year of Admission |
| Dmytro Kovalov | Doctor of Science (Phys.‑Math.), Professor, Professor of the CMAD Department. O. Haluza | Modeling of a realistic interference pattern in a two-beam interferometer | 2025 |
| Kostiantyn Kondratenko | Doctor of Science (Phys.‑Math.), Professor, Professor of the CMAD Department. O. Haluza | Modeling of mirror surface topography with typical defects | 2025 |
| Mykhailo Rudiev | Doctor of Science (Phys.‑Math.), Professor, Professor of the CMAD Department. S.Pohorielov | Debiased estimation of causal effects in survival models with competing risks | 2025 |
| Ihor Ishchenko | Doctor of Science (Phys.‑Math.), Professor, Professor of the CMAD Department. S.Pohorielov | Transformer models with monotonic attention for competing risks survival analysis and theoretically grounded interpretability | 2025 |
| Dmytro Hladkykh | PhD (Phys.‑Math.), Associate Professor, Assoc. Prof. of the CMAD Department. O.Tonitsa | Spatially adaptive variational regularization with automatic parameter selection for image reconstruction | 2025 |