TOPICS
Topics of doctoral thesis sorted by a discipline:
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | dr hab. inż. Krzysztof Grochla | kgrochla@iitis.pl | Performance evaluation of recovery after failure of distributed wireless network system |
| 2 | prof. dr hab. Zbigniew Puchała | zpuchala@iitis.pl | Optimal learning of quantum devices |
| 3 | prof. dr hab. Zbigniew Puchała | zpuchala@iitis.pl | Probabilistic learning of quantum devices |
| 4 | dr hab. inż. Marcin Blachnik prof. PŚ | marcin.blachnik@polsl.pl | The use of prototype-based methods for scalable and interpretable machine learning methods |
| 5 | Jerry Chun-Wei Lin | Jerry.Chun-Wei.Lin@polsl.pl | Exploring Pattern Mining and Data Analytics in Large-Scale and Multi-Dimensional Datasets: A Comprehensive Study |
| 6 | Jerry Chun-Wei Lin | Jerry.Chun-Wei.Lin@polsl.pl | Smart City: Leveraging Technology for Sustainable Urban Development |
| 7 | Jerry Chun-Wei Lin | Jerry.Chun-Wei.Lin@polsl.pl | Deep Learning- based Anomaly Detection: Anomaly detection with multi-class and multi-client application |
| 8 | dr hab. inż. Rafał Cupek profesor Politechniki Śląskiej | rcupek@polsl.pl | Explainable Artificial Intelligence for internal logistics systems in green manufacturing |
| 9 | Piotr Gaj | piotr.gaj@polsl.pl | Application of ML techniques for industrial diagnostics |
| 10 | Dr hab. inż. Aleksandra Gruca, prof. PŚ. | aleksandra.gruca@polsl.pl | Analysis of the of low-complexity protein universe in order to understand the functional relationships between individual sequence subtypes. |
| 11 | Adam Świtoński | adam.switonski@polsl.pl | Anomaly detection of motion capture data. |
| 12 | Adam Świtoński | adam.switonski@polsl.pl | Neural networks in the analysis of motion capture data. |
| 13 | dr hab. inż. Paweł Kasprowski, prof. PŚ | pawel.kasprowski@polsl.pl | Application of eye movement analysis in medicine |
| 14 | dr hab. inż. Michał Kawulok, prof. PŚ | michal.kawulok@polsl.pl | Self-supervised learning of deep convolutional neural networks for digital image super-resolution reconstruction |
| 15 | dr hab. inż. Michał Kawulok, prof. PŚ | michal.kawulok@polsl.pl | Analysis of signals acquired with a network of optical magnetometers aimed at detecting interactions with dark matter |
| 16 | Dr hab. inż. Bożena Małysiak-Mrozek, prof. PŚ. | bozena.malysiak-mrozek@polsl.pl | Computational Intelligence-based data stream processing in scalable big data environments |
| 17 | Dr hab. inż. Dariusz Mrozek, prof. PŚ. | Dariusz.Mrozek@polsl.pl | Intelligent methods of diagnostics and maintenance of gas stoves based on the fusion of sensor data and artificial intelligence |
| 18 | Prof. dr hab. inż. Joanna Polańska, Politechnika Śląska Prof. dr hab. n. med. Rafał Dziadziuszko, Gdański Uniwersytet Medyczny – dyscyplina nauki medyczne | joanna.polanska@polsl.pl | Development of machine learning models to support the selection of people at low risk of lung nodules based on low-dose CT scans |
| 19 | Prof. dr hab. inż. Joanna Polańska, Politechnika Śląska – dyscyplina ITIT, Dr Taras K. Oleksyk, Oakland University, USA – dyscyplina nauki biologiczne |
joanna.polanska@polsl.pl | Machine learning tools to study the genetic diversity of patients diagnosed with type 1 diabetes. |
| 20 | dr hab Marek Sikora, prof. PŚ. | marek.sikora@polsl.pl | Generative language models and rule induction methods for interactive knowledge discovery in tabular data |
| 21 | dr hab. inż. Krzysztof Simiński | krzysztof.siminski@polsl.pl | Three-way decision algorithms for nonlinear regression task |
| 22 | Dr hab. inż. Roman Starosolski, prof. Pol. Śl. | rstarosolski@polsl.pl | Application of the reversible denoising and lifting steps (RDLS) method to improve lossless compression of RAW images |
| 23 | Dr hab. inż. Marek Szczepański | marek.szczepanski@polsl.pl | Development of deep learning models using genetic information from cancer patients |
| 24 | Dr hab. inż. Marek Szczepański | marek.szczepanski@polsl.pl | Development of deep learning models for pre-processing and analysis of HE-stained diagnostic slides |
| 25 | Dr hab. inż. Marek Szczepański | marek.szczepanski@polsl.pl | Detection of low emission sources of atmospheric pollutants using unmanned aerial vehicles |
| 26 | Dr hab. inż. Marek Szczepański | marek.szczepanski@polsl.pl | Techniques for accurate image acquisition of in situ painting works. |
| 27 | Dr hab. inż. Agnieszka Szczęsna, prof. PŚ | agnieszka.szczesna@polsl.pl | Research of impact of bio-physical signals on immersion in virtual and augmented reality |
| 28 | Prof. dr hab. inż. Marcin Woźniak | marcin.wozniak@polsl.pl | Improved deep neural networks models resistible to different types of adversarial attacks |
| 29 | Prof. dr hab. inż. Marcin Woźniak | marcin.wozniak@polsl.pl | Adaptable deep neural networks to learn directly from data streams |
| 30 | Prof. dr hab. inż. Marcin Woźniak | marcin.wozniak@polsl.pl | Enhancing deep neural network training performance in supervised learning on small data collections |
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | dr hab. inż. Alicja Kazek-Kęsik | alicja.kazek-kesik@polsl.pl | Study on formation of bacteriostatic coatings on titanium alloys surface via electrochemical methods |
| 2 | dr hab. inż. Marek Tańczyk, prof. instytutu | mtanczyk@iich.gliwice.pl | New Approaches for Characterization of Both the Hydrodynamics and Mass Transfer Performance of a Bubble Column Operated with foaming and non-foaming systems. |
| 3 | dr hab. inż. Gancarczyk Anna | anna.g@iich.gliwice.pl | Metalowo-ceramiczne wypełnienia katalityczne o intensywnym transporcie ciepła i masy. |
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | dr hab. inż. Marcin Kozłowski, prof. PŚ | marcin.kozlowski@polsl.pl | Experimental and numerical analysis of fire-resistant glass subjected to static and dynamic loads |
| 2 | dr hab. inż. Marcin Kozłowski, prof. PŚ | marcin.kozlowski@polsl.pl | Experimental and numerical study on surface modification and its influence on the behaviour of soda-lime glass at elevated temperature |
| 3 | Prof. dr hab. inż. Jan Kubica | jan.kubica@polsl.pl | Analysis of solutions for structures made of solid CLT and LVL laminated timber, including connection issues |
| 4 | Dr hab. inż. Sławomir Kwiecień, prof. PŚ | slawomir.kwiecien@polsl.pl | Calibration and verification of the numerical model of the dynamic replacement column formation. |
| 5 | dr hab. inż. Marian Łupieżowiec, prof. PŚ. | marian.lupiezowiec@polsl.pl | Analysis of the phenomenon of landslides on slopes exposed to water and seismic impulse |
| 6 | prof. dr hab. inż. Leszek SZOJDA | leszek.szojda@polsl.pl | Determination of the material model of multifunctional cementitious composites modified with cabon-based nanomaterials for Structural Health Monitoring applications |
| 7 | prof. dr hab. Aleksander Sładkowski | Aleksander.Sladkowski@polsl.pl | Multi-criteria analysis and modeling of urban passenger transport networks using electric vehicles |
| 1 | dr hab. inż. Andrzej Katunin, prof. PŚ | andrzej.katunin@polsl.pl | Analysis of failure and prediction of structural lifetime of composites after low-energy impact |
| 2 | dr hab. inż.Vitaly Dudnik,Prof. PŚ | vitaly.dudnik@polsl.pl | Development of a methodology for choosing of lightweight and unmanned helicopter parameters at the preliminary design stage |
| 3 | dr hab. inż.Vitaly Dudnik,Prof. PŚ | vitaly.dudnik@polsl.pl | Investigations and evaluation of the propulsion system influence to the balloon dynamics |
| 4 | prof. dr hab. Wojciech Moczulski | wojciech.moczulski@polsl.pl | An unmanned aircraft control system enabling support for autonomous operations through incidental intervention by a remote operator in complex situations |
| 5 | dr hab. inż.Wojciech Skarka, prof. PŚ | wojciech.skarka@polsl.pl | Innovative aerospace multifunctional composite structures |
| 6 | dr hab. inż. Wojciech Skarka prof. PŚ |
wojciech.skarka@polsl.pl | Method of optimizing the design and operation of an Unmanned Aerial Vehicle |
| 1 | dr hab. inż. Adam Gumiński prof. PŚ | aguminski@polsl.pl | “The model of data mining for supporting knowledge management in customer service of a publishing sector” |
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | dr hab. inż. Grzegorz Adamiec, prof. PŚ | grzegorz.adamiec@polsl.pl | Dating of mineral grains using optically stimulated luminescence (OSL) and thermoluminescence (TL) methods with the use of single grains and multiple grains. |
| 2 | dr hab. inż. Grzegorz Adamiec, prof. PŚ | grzegorz.adamiec@polsl.pl | Machine learning methods in the analysis of opotically stimulated luminescence (OSL) and thermoluminescence (TL) signals of natural minerals. |
| 3 | dr hab. inż. Grzegorz Adamiec, prof. PŚ | grzegorz.adamiec@polsl.pl | Application of machine learning methods in accelerator mass spectrometry for enviromental 14C concentration measurements |
| 4 | dr hab. inż. Adam Michczyński, prof. PŚ | adam.michczynski@polsl.pl | Reconstruction of the past enviromental changes based on data recorded in the sediments of selected peat bogs |
| 5 | Prof. dr hab. inż. Krzysztof Pikoń | krzysztof.pikon@polsl.pl | Design of novel Tandem Catalysts fir Enhanced CO2 Hydrogeneration into long-chain hydrocarbons using Machine Learning optimization |
| 6 | prof. dr hab. inż. Andrzej Rakowski | andrzej.rakowski@polsl.pl | Absolute dendrochronologic scale in the XIVth century for the north coast of Peru |
| 7 | dr hab inż Barbara Sensuła, prof. PŚ | barbara.sensula@polsl.pl | The impact of changes in pluvial and thermal condition on the isotope pomposition of annual tree-rings of pine growing in Silesia |
| 8 | dr hab inż Barbara Sensuła, prof. PŚ | barbara.sensula@polsl.pl | Monitoring and analysis of the variability in the level of CO2 in the air and the isotopic composition of carbon in atmosphere air |
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | Dr hab. inż. Sebastian Budzan, prof. Pol. Śl. | Sebastian.Budzan@polsl.pl | Analysis and assessment of driver fatigue using a hybrid model using machine learning. |
| 2 | Dr hab. inż. Dariusz Choiński, | dariusz.choinski@polsl.pl | Controlling a cost-effective process for sustainable bioethanol production from organic waste |
| 3 | dr hab. inż., prof. PŚ Adam Gałuszka, | Adam.Galuszka@polsl.pl | Hybrid robot swarm control algorithms for constructing selected structures. |
| 4 | dr hab. inż. Marian Kotas, prof. PŚ | mkotas@polsl.pl | The use of artificial intelligence methods in the diagnosis of heart disorders |
| 5 | dr hab. inż. Piotr Skupin, prof. PŚ. | piotr.skupin@polsl.pl | Application of predictive control algorithms in energy storage systems based on redox flow batteries. |
| 6 | dr hab. inż. Mariusz Stępień, prof. PŚ | mariusz.stepien@polsl.pl | Analysis of selected properties of power electronic converters cooperating with superconductors |
| 7 | dr hab. inż. Tomasz Trawiński, prof. PŚ | tomasz.trawinski@polsl.pl | Modeling and research of human-machine interfaces, taking into account the dynamics of the human upper limb |
| 8 | dr hab. inż. Józef Wiora, prof. PŚ | jozef.wiora@polsl.pl | Methods for analyzing signals with pulse disturbances to determine the measurement result |
| 9 | dr hab. inż. Damian Grzechca | damian.grzechca@polsl.pl | Predictive diagnostics of photovoltaic cell quality using artificial intelligence methods |
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | dr hab. inż. Damian Borys, prof. PolSl | Damian.Borys@polsl.pl | Harnessing machine learning methods and radiomic signatures to model therapy effectiveness |
| 2 | prof. dr hab. Marek J. Łos, Centrum Biotechnologii (RJO11) PŚ | Marek.Los@polsl.pl | Development of new, highly porous, composite biomaterials based on biopolymers and microparticles of plant origin |
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | dr hab. inż. arch. Anna Szewczenko, prof. PŚ | anna.szewczenko@polsl.pl | Architecture and urban planning of 1950-1956 in Upper Silesia as local heritage of the Socialist Realism period – valorization and protection |
| 3 | dr hab. inż. arch. Grzegorz Nawrot, prof. PŚ. | grzegorz.nawrot.polsl.pl | Methods of transfiguration architectural space in post-industrial buildings in Poland |
| 4 | Prof. dr hab. inż. arch. Jan Rabiej | jan.rabiej@polsl.pl | MODERNIST VILLAS BUILT IN LVIV FROM 1918-1939 – SELECTED PROBLEMS OF PROTECTION, CONSERVATION AND RENOVATION |
| 5 | dr hab. inż. arch. Tomasz Bradecki prof. PŚ | tomasz.bradecki@polsl.pl | Application of parametric design in the optimization of urban design of urban neighborhoods |
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | dr hab. inż. Łukasz Bartela, prof. PŚ | lukasz.bartela@polsl.pl | Techno-economic analysis of the development of post-mining underground excavations for heat and cold storage |
| 2 | prof. dr hab. inż. Mariusz Dudziak | mariusz.dudziak@polsl.pl | Research on the configuration of oxidative and sonication processes in the aspect of treatment water flux |
| 3 | Dr hab. inż. Joanna Ferdyn-Grygierek, prof. PŚ | Joanna.Ferdyn-Grygierek@polsl.pl | Energy performance evaluation of Personal Environmental Control System (PECS) and personal thermal comfort models |
| 4 | dr hab. inż. Bartłomiej Hernik, Prof. PŚ | bartlomiej.hernik@polsl.pl | Laboratory and numerical research of thermal processes of alternative and renewable fuels |
| 5 | dr hab. inż. Jan Kaczmarczyk, prof. PŚ | jan.kaczmarczyk@polsl.pl | Analysis of the efficiency of using energy from renewable sources with an energy storage option in buildings. |
| 6 | Dr hab. inż. Jacek Kalina, Prof. Pol. Śl. | jacek.kalina@polsl.pl | Optimization of technological structures of energy hubs |
| 7 | dr hab. inż. Joanna Kalka | joanna.kalka@polsl.pl | Biochar influence on soil ecosystem: role in contaminant retention and habitat function |
| 8 | dr hab inż. Wojciech Kostowski | Wojciech.Kostowski@polsl.pl | Investigation on an energy efficient three-fluid heat and mass exchanger in a flue gas cooling installation. |
| 9 | dr hab. inż. Małgorzata Król, prof. PŚ | malgorzata.krol@polsl.pl | |
| 10 | dr hab. inż. Ewa Łobos-Moysa | ewa.lobos-moysa@polsl.pl | “Occurrence, migration and transformation of anthropogenic pollutants during in situ reclamation of bottom sediments.” |
| 11 | dr hab. inż. Anna Mainka, prof. PŚ | anna.mainka@polsl.pl | Exposure to air pollution during daily commutes in urban environment: role of transportation modes. |
| 12 | dr hab. inż. Ziemowit Ostrowski, prof. dr hab. inż. Wojciech Adamczyk | Ziemowit.Ostrowski@polsl.pl, Wojciech.Adamczyk@polsl.pl | Measurement and visualization of intraventricular flow patterns in heart LV |
| 13 | dr hab. inż. Wioletta Przystaś Prof. PŚ | wioletta.przystas@polsl.pl | Microbiological indoor air quality with particular emphasis on danger resulting from the presence of fungal bioaerosol. |
| 14 | dr hab. inż. Eryk Remiorz, prof. PŚ | eryk.remiorz@polsl.pl | Assessment of the condition of a round link chain in a scraper conveyor using artificial intelligence methods |
| 15 | prof. dr hab. inż. Anna Skorek-Osikowska | anna.skorek-osikowska@polsl.pl | Analiza ścieżek technologicznych i optymalizacja kosztów w kontekście osiągnięcia zerowej emisji netto gazów cieplarnianych do 2050 roku |
| 16 | dr hab. inż. Tomasz Suponik, prof. PŚ | tomasz.suponik@polsl.pl | Recovery of “black mass” from lithium-ion batteries in accordance with the principle of circular economy and sustainable production |
| 17 | prof. dr hab. inż. Sebastian Werle | Sebastian.werle@polsl.pl | Experimental research on liquefaction and solvolysis processes of textile waste |
| 18 | dr hab. Aleksandra Ziembińska-Buczyńska, prof. PŚ | aleksandra.ziembinska-buczynska@polsl.pl | Environmental micororganisms potential in self-healing ecological carbon-fibres-reinforced geopolimer’s production |
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | Dr hab. inż. Agnieszka Kowalczuk, prof. CMPW PAN | akowalczuk@cmpw-pan.pl | Star polymers as nanoplatforms for controlled delivery of active substances |
| 2 | dr hab. n. farm. Katarzyna Jelonek / : dr hab. inżynierii biomed. Michał Sobota | kjelonek@cmpw-pan.pl msobota@cmpw-pan.pl | Mucoadhesive nanospheres as an intravesical form of monomethyl auristatin E |
| 3 | Dr Hab. inż. Wojciech Wałach, prof. CMPW | wwalach@cmpw-pan.pl | Amfifilowe, rozgałęzione kopolimery o budowie core-shell oparte na 2-oksazolinach, laktonach oraz glicydolu jako jednostce rozgałęziającej łańcuch. |
| 4 | Prof. Serge Cosnier | serge.cosnier@polsl.pl | Development of high sensitivity biosensors based on nanostructured materials |
| 5 | Prof. dr hab. Rafał J. Wiglusz | Rafal.Wiglusz@polsl.pl | Design, preparation and investigation of new block copolymer hydrogels intended for tissue engineering |
| 6 | dr hab. inż. Agata Blacha-Grzechnik, prof. PŚ | agata.blacha@polsl.pl | Formation and characterization of thin organic layers containing novel triplet photosensitizers |
| 7 | Dr hab. inż. Przemysław Ledwoń, prof. PŚ | przemyslaw.ledwon@polsl.pl | The influence of molecular structure on properties of new donor-acceptor polymeric semiconductors for optoelectronic application |
| 8 | Prof. Mieczysław Łapkowski | Mieczyslaw.Lapkowski@polsl.pl | Developing a cost-effective integrated biorefinery on spent coffee grounds for biofuels and value-added product recovery. |
| 9 | Prof. dr hab. inż. Dorota Neugebauer | dneugebauer@polsl.pl | Self-assembling and photo-sensitive drug delivery systems designed on the basis of azofunctionalized polymers |
| 10 | dr hab. inż. Nikodem Kuźnik, prof. PŚ | nikodem.kuznik@polsl.pl | Plant biostimulators based on natural compounds |
| 11 | Dr hab. inż. Dawid Janas, prof. PŚ | Dawid.Janas@polsl.pl | Extraction of carbon nanotubes with polymer nanotweezers |
| 12 | Dr hab. inż. Aleksandra Rybak, Prof. PŚ | aleksandra.rybak@polsl.pl | Development of a new method for the recovery of rare earth metals from industrial wastes, based on modified carbon nanotubes and ion imprinted polymers |
| 13 | dr hab. inż. Tomasz Krawczyk, prof. PŚ | tomasz.krawczyk@polsl.pl | Molecular sensors as cutting-edge contrast agents for 19F Magnetic Resonance Imaging |
| 14 | Dr Igor Perepichka, prof. PŚ | igor.perepichka@polsl.pl | Novel azatriangulenes as C3-symmetry cores for organic electronics |
| 15 | Dr Igor Perepichka, prof. PŚ | igor.perepichka@polsl.pl | Synthesis and characterization of p-conjugated molecules and polymers for electrochromic and electrofluorochromic applications |
| 16 | Dr hab. inż. Katarzyna Krukiewicz, prof. PŚ | kkrukiewicz@polsl.pl | Multilayer electroactive coatings with hierarchical structure for controlled delivery of neurotransmitters |
| 17 | dr hab. inż. Alicja Kazek-Kęsik, prof. PŚ (inżynieria chemiczna) dr hab. inż. Gabriela Pastuch-Gawołek, prof. PŚ (nauki chemiczne) |
alicja.kazek-kesik@polsl.pl gabriela.pastuch-gawolek@polsl.pl | Evaluation of the biological activity of glycoconjugates and the possibility of their application in pharmacy and medicine |
| 18 | Dr hab. Artur Góra Prof. PŚ | artur.gora@polsl.pl | Design and preparation of multifunctional small-molecule heteroorganic compounds for the study of protein-ligand interactions with selected molecular targets |
| 19 | Dr hab. Artur Góra Prof. PŚ | artur.gora@polsl.pl | Design and preparation of multifunctional small-molecule heteroorganic compounds for the study of protein-ligand interactions with selected molecular targets |
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | dr hab. Monika Pietrowska, prof. NIO-PIB | monika.pietrowska@gliwice.nio.gov.pl | HPV-dependent and HPV-independent head and neck cancers. |
| L.p. | Promotor | Temat pracy doktorskiej w języku angielskim | |
| 1 | dr hab. inż. Dariusz Bartocha prof. PŚ | dariusz.bartocha@polsl.pl | Assessment of alloy properties and casting quality using the acoustic method. |
| 2 | dr hab. inż. Grzegorz Chladek, prof. oraz Współpromotor: Dr hab. inż. Izabela Barszczewska-Rybarek, prof. PŚ, | grzegorz.chladek@polsl.pl , izabela.barszczewska-rybarek@polsl.pl | Novel polymeric materials with antimicrobial properties for dental applications |
| 3 | dr hab. inż. Lucyna Grządziel, prof. PŚ | Lucyna.Grzadziel@polsl.pl | „Impact of degradation factors on the physicochemical properties of low-dimensional, semiconductor inorganic-organic hybrid structures” |
| 4 | prof. dr hab. inż.Maria Sozańska | maria.sozanska@polsl.pl | Characterization of the impact of hydrogen on the physicochemical properties of materials in gas transmission infrastructure |
| 5 | Dr hab. inż. Zbigniew Brytan, prof. PŚ | zbigniew.brytan@polsl.pl | Machine Learning Assisted 3D Printing of high performance stainless steel. |
| 6 | Prof. dr hab. inż. Adam Grajcar | adam.grajcar@polsl.pl | Physical simulation and modeling of hot deformability of lightweight medium-Mn and high-Mn steels |
| 7 | dr hab. inż. Jarosław Żmudzki, prof. PŚ | jaroslaw.zmudzki@polsl.pl | The influence of the strength properties of materials on the transfer of bite load in dentures |
