Research topics offered by the AGH Doctoral School in the academic year 2024/2025

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Topic ID Research topic Faculty Supervisor Leading discipline Funding source
0031 Intelligent control system for mobile robots Faculty of Computer Science, Electronics and Telecommunications prof. dr hab. inż. Andrzej Kos automation, electronic, electrical engineering and space technologies Subsidy
0032 Intelligent control system for sailing boats Faculty of Computer Science, Electronics and Telecommunications prof. dr hab. inż. Andrzej Kos automation, electronic, electrical engineering and space technologies Subsidy
0043 Chaos, stability and instability in dynamical systems; celestial mechanics; computer-assisted proofs. Faculty of Applied Mathematics prof. dr hab. Maciej Capiński mathematics Subsidy
0045 Distributed steganography Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering prof. dr hab. Marek Ogiela information and communication technology Subsidy
0179 Design of microwave integrated circuits for 5G/6G communication systems and radar systems. Faculty of Computer Science, Electronics and Telecommunications prof. dr hab. inż. Sławomir Gruszczyński automation, electronic, electrical engineering and space technologies Subsidy
0308 Investigations of hyperfine parameters of iron in multi-component alloys, towards high entropy alloys Faculty of Physics and Applied Computer Science dr hab. inż. Jakub Cieslak physical sciences Subsidy
0356 Assessing the loose material’s flow in the roll presses using numerical analyses. Faculty of Mechanical Engineering and Robotics dr hab. inż. Bogdan Kosturkiewicz mechanical engineering Subsidy
0357 Numerical analysis used in assessing the granular materials’ flow in a roll press’s screw feeder. Faculty of Mechanical Engineering and Robotics dr hab. inż. Bogdan Kosturkiewicz mechanical engineering Subsidy
0379 Studies of the corrosion processes and bio-inhibition of the materials applied in implantology Faculty of Foundry dr hab. Urszula Lelek-Borkowska chemical sciences Subsidy
0384 Corrosion inhibition of pipeline carbon steel alloys in acidic and oilfield environments using eco-friendly corrosion inhibitors Faculty of Foundry dr hab. Urszula Lelek-Borkowska materials engineering Subsidy
0519 Determination of the city's CO2 balance for validating a future global emissions verification framework Faculty of Physics and Applied Computer Science dr hab. inż. Mirosław Zimnoch physical sciences Subsidy
0525 Cognitive CAPTCHA authorization codes Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering prof. dr hab. Marek Ogiela information and communication technology Subsidy
0526 New approaches to Transformative Computing Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering prof. dr hab. Marek Ogiela information and communication technology Subsidy
0556 Intelligent management of traffic in IP Networks using machine learning methods Faculty of Computer Science, Electronics and Telecommunications dr hab. inż. Jerzy Domżał information and communication technology Subsidy
0616 Ordered macromolecular nanowires as an advanced architecture for resistive switching Academic Centre for Materials and Nanotechnology prof. dr hab. Szczepan Zapotoczny chemical sciences Subsidy
0651 Spintronics, transport properties and superconductivity in nanoscopic systems based on transition metal oxides. Faculty of Physics and Applied Computer Science dr hab. inż. Paweł Wójcik physical sciences Subsidy
0688 Preparation and modification of new aerogel materials for biomedical application Academic Centre for Materials and Nanotechnology prof. dr hab. Szczepan Zapotoczny chemical sciences Subsidy
0738 The effects of climate change on the heating and cooling loads of buildings and optimal strategies for energy efficiency and renewable energy production: Analysis for future near-zero energy buildings (NZEB) Faculty of Civil Engineering and Resource Management dr hab. inż. Marek Borowski environmental engineering, mining and energy Subsidy
0763 Modeling uncertainty in the decision-making methods Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering dr hab. Konrad Kułakowski information and communication technology Subsidy
0849 Inner function along slices in strictly pseudoconvex balanced domains Faculty of Applied Mathematics dr hab. Piotr Kot mathematics Subsidy
0862 Probabilistic numerical methods for nonlinear computational problems of continuous mathematics Faculty of Applied Mathematics dr hab. Paweł Przybyłowicz mathematics Subsidy
0868 Statistical methods for condition monitoring and fault detection of wind turbines Faculty of Mechanical Engineering and Robotics dr hab. inż. Phong B. Dao mechanical engineering Subsidy
0869 Transfer learning methods for wind turbine monitoring and fault detection using deep learning Faculty of Mechanical Engineering and Robotics dr hab. inż. Phong B. Dao automation, electronic, electrical engineering and space technologies Subsidy
0895 Design of microwave filters. Faculty of Computer Science, Electronics and Telecommunications prof. dr hab. inż. Sławomir Gruszczyński automation, electronic, electrical engineering and space technologies Subsidy
0943 Energy storage using methanol synthesis with CO2 and hydrogen in reservoir conditions Faculty of Drilling, Oil and Gas dr hab. inż. Paweł Wojnarowski environmental engineering, mining and energy Subsidy
0959 Method of controlling relative humidity and CO2 in underground historic buildings using a ventilation model based on digital twins Faculty of Civil Engineering and Resource Management dr hab. inż. Marek Borowski environmental engineering, mining and energy External funding (Implementation Doctorate Programme)
0987 Control of spin structure in thin antiferromagnetic films Faculty of Physics and Applied Computer Science dr hab. Anna Kozioł-Rachwał physical sciences Subsidy
1011 New media culture Faculty of Humanities dr hab. Wacław Branicki cultural and religious studies Subsidy
1063 Explainable AI (XAI) in semantic analysis of visual patterns Faculty of Computer Science prof. dr hab. Lidia Ogiela information and communication technology Subsidy
1089 Magnetophoretic delivery of magnetic nanoparticles for hyperthermia treatment purpose Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering dr hab. inż. Piotr Gas automation, electronic, electrical engineering and space technologies Subsidy
1140 Cybersecurity solutions in IT systems and networks Faculty of Computer Science, Electronics and Telecommunications dr hab. inż. Marcin Niemiec information and communication technology Subsidy
1146 Selected properties of solutions of the Gołąb-Schinzel inequality Faculty of Applied Mathematics dr hab. Eliza Jabłońska mathematics Subsidy
1180 Non-classical methods for fault diagnosis of rotating machinery under varying load conditions Faculty of Mechanical Engineering and Robotics dr hab. inż. Phong B. Dao mechanical engineering Subsidy
1200 Synthesis and properties of novel oxide phases in the system BiVO4:Cu - lanthanide oxides Academic Centre for Materials and Nanotechnology prof. dr hab. Konrad Szaciłowski chemical sciences Subsidy
1227 Voltage controlled magnetoresistance in multiferroic tunnel junctions Academic Centre for Materials and Nanotechnology prof. dr hab. inż. Marek Przybylski physical sciences Subsidy
1235 Thermal evolution of geopolymers functionalized with nanoparticles. Academic Centre for Materials and Nanotechnology dr hab. inż. Angelika Kmita materials engineering Subsidy
1236 Nano-Engineering of Me-S structures (where Me = selected transition metals) - design and characterization of functional nanoscale materials. Academic Centre for Materials and Nanotechnology dr hab. inż. Angelika Kmita materials engineering Subsidy
1244 Artificial intelligence in robot swarm control Faculty of Mechanical Engineering and Robotics dr hab. inż. Waldemar Rączka mechanical engineering Subsidy
1245 Navigation systems of autonomous underwater vehicles Faculty of Mechanical Engineering and Robotics dr hab. inż. Waldemar Rączka automation, electronic, electrical engineering and space technologies Subsidy
1282 Data protection based on modern cryptographic algorithms Faculty of Computer Science, Electronics and Telecommunications dr hab. inż. Marcin Niemiec information and communication technology Subsidy
1301 GNSS clock stability analysis Faculty of Geo-Data Science, Geodesy, and Environmental Engineering dr hab. inż. Kamil Maciuk civil engineering, geodesy and transport Subsidy
1310 Innovative compacting methods in waste utilisation Faculty of Mechanical Engineering and Robotics dr hab. inż. Bogdan Kosturkiewicz mechanical engineering Subsidy
1371 Research on noise in GNSS observations and products Faculty of Geo-Data Science, Geodesy, and Environmental Engineering dr hab. Kamil Maciuk civil engineering, geodesy and transport Subsidy
1392 Development of cation-disordered rock salt structure-type (DRX) cathode materials for electrochemical applications Faculty of Energy and Fuels prof. dr hab. inż. Konrad Świerczek materials engineering Subsidy
1393 Detection of anomalies in compressed air installations in industrial plants based on machine learning Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering dr hab. inż. Paweł Skruch automation, electronic, electrical engineering and space technologies External funding (Implementation Doctorate Programme)
1394 Synthesis and properties of copper layers doped with selected transition metals, deposited on gas diffusion electrodes for electrochemical reduction of CO2 to hydrocarbons Academic Centre for Materials and Nanotechnology dr hab. inż. Krzysztof Mech materials engineering Subsidy
1395 Models for multidimensional nonstationary time series Faculty of Applied Mathematics dr hab. Anna Dudek mathematics Subsidy
1397 Genomic data anonymization for secure bioinformatics analysis Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering dr hab. inż. Krzysztof Rzecki computer and information sciences Subsidy
1398 Security of distributed learning in bioinformatics applications Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering dr hab. inż. Krzysztof Rzecki information and communication technology Subsidy
1399 Artificial intelligence algorithms for biomarker discovery in the human genome Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering dr hab. inż. Krzysztof Rzecki biomedical engineering Subsidy
1400 Tradition and modernity in culture Faculty of Humanities dr hab. Wacław Branicki cultural and religious studies Subsidy
1402 Improvement of multicore processor throughput with artificial intelligence Faculty of Computer Science, Electronics and Telecommunications prof. dr hab. inż. Andrzej Kos automation, electronic, electrical engineering and space technologies Subsidy
1404 Forecasting the exploitation of Cenomanian geothermal waters in Kazimierza Wielka using the TOUGH3.0 and TOUGHREACT4 simulators in the light of the expansion of the municipal heating network in the 5G standard Faculty of Drilling, Oil and Gas dr hab. inż. Tomasz Śliwa environmental engineering, mining and energy Subsidy
1405 Technical constraints and requirements for horizontal, inclined and directional boreholes for geothermal heat pumps in urban smart DHC networks Faculty of Drilling, Oil and Gas dr hab. inż. Tomasz Śliwa environmental engineering, mining and energy Subsidy
1406 Investigating the flow processes of highly mineralised geothermal water under reservoir conditions Faculty of Drilling, Oil and Gas dr hab. inż. Paweł Wojnarowski environmental engineering, mining and energy Subsidy
1408 Multimodal approach to the analysis of age- and gender-related biochemical changes of tissues that occur in the progress of diabetes Faculty of Physics and Applied Computer Science dr hab. inż. Joanna Chwiej physical sciences Subsidy
1411 Unit root nonstationarity: From econometrics to structural damage evaluation Faculty of Mechanical Engineering and Robotics dr hab. inż. Phong B. Dao mechanical engineering Subsidy
1412 GNSS coordinate time series analysis Faculty of Geo-Data Science, Geodesy, and Environmental Engineering prof. dr hab. Kamil Maciuk civil engineering, geodesy and transport Subsidy
1413 Usage of the GNSS-R in geodetic applications Faculty of Geo-Data Science, Geodesy, and Environmental Engineering dr hab. inż. Kamil Maciuk civil engineering, geodesy and transport Subsidy
1414 Fast certified graph neural networks for parametric PDEs modelling flow-simulation in porous-fractured geological formations. Faculty of Computer Science prof. dr hab. Maciej Paszyński information and communication technology Finansowanie zewnętrzne (grant)- External funding (Grant)
1415 Methodology of project portfolio management including intangible benefits Faculty of Management dr hab. inż. Jerzy Duda management and quality studies Subsidy
1416 Phenomena of Polish contemporary culture Faculty of Humanities prof. dr hab. Katarzyna Skowronek cultural and religious studies Subsidy
1418 Investigation of the use of advanced circulation fluids in geothermal systems, based on CO2 mixtures and ionic liquid fluids Faculty of Drilling, Oil and Gas dr hab. inż. Paweł Wojnarowski environmental engineering, mining and energy Subsidy
1419 Development of digital signal processing methods with MATLAB Hardware Support Packages Faculty of Mechanical Engineering and Robotics dr hab. inż. Adam Jabłoński mechanical engineering Subsidy
1421 Noise in decision-making methods based on pairwise comparison of alternatives Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering dr hab. Konrad Kułakowski information and communication technology Subsidy
1423 Antecedents of voluntary pro-environmental employee behavior Faculty of Management prof. dr Dagmara Lewicka management and quality studies Subsidy
1430 Research on the use of deep learning methods in the analysis of chest X-ray images to optimize and support diagnostic and therapeutic processes in a hospital emergency department Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering prof. dr hab. Zbisław Tabor biomedical engineering Subsidy
1431 Application of selected stochastic seismic inversion algorithms to recognize petrophysical properties variation in reservoir rocks for geothermal or CO2 sequestration purposes Faculty of Geology, Geophysics and Environmental Protection dr hab. inż. Paulina Krakowska-Madejska Earth and related environmental sciences External funding (Implementation Doctorate Programme)