In the event of unused admission limits, additional recruitment will take place in September.


Proposed topics of doctoral dissertations 2024/2025



Recruitment for doctoral studies in cooperation with IDEAS NCBR



Research work offer for PhD students proposed by IDEAS NCBR




(cooperation with IDEAS)

1 Multi-Modal Continual Learning Szymon Łukasik NASK PIB
2 Formal methods for large-scale system dynamics. Between attractors, strategies, and quantum protocols (with help of AI) Wojciech Jamroga, Andrzej Mizera, Wojciech Penczek IPI PAN, NCBR IDEAS/UW, IPI PAN


1 Piezoelectric biodegradable scaffolds for chronic wound healing Paweł Sajkiewicz IPPT PAN
2 Stimuli-responsive polymer hydrogels for the regeneration of post-infarction myocardium Paweł Sajkiewicz IPPT PAN


1 Analysis of speech credibility and voice signal reliability for detecting suspicious user intentions Grzegorz Borowik NASK PIB
2 Applied cryptography and privacy protection Mirosław Kutyłowski NASK PIB
3 Data ownership and privacy meet generative neural networks Paweł Morawiecki IPI PAN
4 Deep Learning Digital Twin of a Radiologist for evaluation of breast MRI Jan Mielniczuk IPI PAN
5 Deepfakes vs contra-deepfakes Andrzej Pacut NASK PIB
6 Designing analytical pipeline for identification of epigenetic marks significantly affecting gene expression patterns in rheumatoid arthritis patients Michał Dąbrowski IPI PAN
7 Detecting and modelling test data distribution shift in supervised learning Paweł Teisseyre IPI PAN
8 Detection of human psychological states and traits using AI, based on movement track-ing in immersive VR environments Cezary Biele OPI PIB
9 Development and investigation of generator networks for virtual dynamic contrast-enhanced Breast MRI Jan Mielniczuk IPI PAN
10 Development of optimal lung ventilation minimizing the risk of Ventilator-Induced Lung Injury (VILI) Marek Darowski IBIB PAN
11 Discovery of the source of gene expression variation in cell populations – analysis of the associations between epigenetic signals and the three-dimensional structure of chromatin Michał Dąbrowski IPI PAN
12 Energy Packet Networks (EPN): Basic Limits in Performance and Security of Communication and Computing Systems that Operate with Energy Harvesting Erol Gelenbe IITiS PAN
13 Fast and reliable data completion and augmentation with matrix and tensor methods Mariusz Kamola NASK PIB
14 Generalization of the synthetic speech detection. Michał Choraś, Ewelina Bartuzi-Trokielewicz PBS, NASK PIB
15 Learning to rank for uplift modeling and heterogeneous treatment effect estimation Szymon Jaroszewicz IPI PAN
16 Long-tail learning from incomplete data Jan Mielniczuk IPI PAN
17 Methods for Multi-channel Face Presentation Attack Detection Marcin Kowalski, Ewelina Bartuzi-Trokielewicz WAT, NASK PIB
18 Modeling the impact of climate and energy policy on power grids using machine learning: analysis and implementation Joanna Kołodziej NASK PIB
19 Optimization of text tokenization for deep learning Łukasz Dębowski IPI PAN
20 Robustness of machine learning models considering adversarial conditions Joanna Kołodziej NASK PIB
21 Spiking neural network efficient structuring and training for cyberdefence applications Mariusz Kamola NASK PIB
22 Stress testing the tradeoffs between resiliency, reliability and energy efficiency in low power long range wireless networks Krzysztof Grochla IITiS PAN
23 Study on the behavior of third-generation neural network models in preventing DDoS attacks Grzegorz Borowik NASK PIB
24 The analysis and modelling of energy storage systems for off-grid base stations Tadeusz Czachórski IITiS PAN
25 Towards Semantic Measures of Information Content - Integrating LinkGraph with Seminstructured Textual Information Mieczysław Kłopotek IPI PAN
26 Trustworthy Federated Learning in Cloud-based Intelligent Transport Systems Joanna Kołodziej NASK PIB
27 Computer vision-based civil infrastructure monitoring using physics-based graphics models Bartłomiej Błachowski IPPT PAN
28 Computationally efficient algorithm for large-scale structural topology optimization subject to stress constraints Bartłomiej Błachowski IPPT PAN