Proposed topics of doctoral dissertations 2023/2024

Research work offer for PhD students proposed by IDEAS NCBR

INFORMATION AND COMMUNICATION TECHNOLOGY

(cooperation with IDEAS)


No	Topic	Supervisor	Institute
3	Neural networks for generation of graphs	Krzysztof Grochla Paweł Wawrzyński (IDEAS)	IITiS PAN

INFORMATION AND COMMUNICATION TECHNOLOGY


No	Topic	Supervisor	Institute
1	Variational approach to learning from incomplete data	Jan Mielniczuk	IPI PAN
2	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
3	Towards Semantic Measures of Information Content - Integrating LinkGraph with Seminstructured Textual Information	Mieczysław Kłopotek	IPI PAN
4	Learning to rank for uplift modeling and heterogeneous treatment effect estimation	Szymon Jaroszewicz	IPI PAN
5	Model checking Parametric Timed Strategic Abilities	Wojciech Penczek	IPI PAN
6	Verification of Socio-Technical Models of Multi-Agent Systems and E-Voting Protocols	Wojciech Jamroga Wojciech Penczek	IPI PAN
7	Transmission efficiency and reliability in neural networks inspired by brain architectures. Information Theory and Machine Learning approach	Janusz Szczepański Agnieszka Pręgowska	IPPT PAN
8	Information Theory and Machine Learning based approach for effective biomedical signal Classification and Feature extraction	Agnieszka Pręgowska	IPPT PAN
9	Artificial Intelligence-based automatic segmentation of medical imaging in cancer diagnostics	Agnieszka Pręgowska Klaudia Proniewska	IPPT PAN
10	Stress evaluation in growing tissue	Eligiusz Postek	IPPT PAN
11	Computer vision-based civil infrastructure monitoring using physics-based graphics models	Bartłomiej Błachowski	IPPT PAN
12	Computationally efficient algorithm for large-scale structural topology optimization subject to stress constraints	Bartłomiej Błachowski	IPPT PAN
13	Inter-atomic potentials for numerical optimization of 2D materials	Piotr Chudziński	IPPT PAN
14	Dynamic analysis of brittle materials considering the interphase zones	Eligiusz Postek	IPPT PAN
15	Large language models supervision powered by common knowledge datasets	Mariusz Kamola	NASK PIB
16	Neurosurgical Support System for Craniofacial Access Procedures	Grzegorz Borowik	NASK PIB
17	Analysis of speech credibility and voice signal reliability for detecting suspicious intentions	Grzegorz Borowik	NASK PIB
18	Study on the behaviour of third-generation neural network models in preventing DDoS attacks	Grzegorz Borowik	NASK PIB
19	Explainable Methods for Sentiment Analysis in Social Media with a Focus on Sarcasm and Irony	Michał Karpowicz Inez Okulska	NASK PIB
20	Trustworthy federated learning in cloud-based intelligent transport systems	Joanna Kołodziej Mateusz Krzysztoń	NASK PIB
21	Natural Language Processing Algorithms for Reviewer Recommendations Systems	Przemysław Korytkowski	OPI PIB
22	Natural Language Processing for Plagiarism Detection	Przemysław Korytkowski	OPI PIB
23	Algorithms for Extracting Bibliographies from Footnotes of Scientific Texts in Polish Language	Przemysław Korytkowski	OPI PIB
24	Detection of Human Psychological States and Traits Using AI, Based on Movement Tracking in Immersive VR Environments	Cezary Biele Paweł Kobyliński	OPI PIB
25	Enhancing Work-Life Balance through Effective Human-Computer Interaction (HCI): Exploring the Role of Information and Communication Technologies and Personal Determinants in Managing Multiple Life Roles	Cezary Biele Agata Kopacz	OPI PIB

BIOMEDICAL ENGINEERING AND MEDICAL SCIENCES


No	Topic	Supervisor	Institute
1	Barrier membranes with prolonged drug release for dental application	Paweł Sajkiewicz Dorota Kołbuk-Konieczny	IPPT PAN
2	Composite polymer systems with the use of a hydrogel for the regeneration of cartilage	Paweł Sajkiewicz Dorota Kołbuk-Konieczny	IPPT PAN
3	Composite of nanocellulose-based hydrogels in the regeneration of cartilage tissue	Paweł Sajkiewicz	IPPT PAN
4	Deciphering of biochemical signaling with systems biology and bioinformatics approaches	Michał Komorowski	IPPT PAN
5	Hybrid inorganic-organic nanoparticles for cancer therapy	Michał Giersig	IPPT PAN
6	SPION-based nanocomposites for drug delivery	Michał Giersig	IPPT PAN
7	Synchronized registration of instantaneous values of chosen physiological parameters during therapeutic thoracentesis, and their mathematical and physiological analysis	Tomasz Gólczewski	IBIB PAN
8	Analysis of host-pathogen interactions of L. monocytogenes at the single-cell level	Paweł Paszek	IPPT PAN
9	Understanding of multi-scale innate immune responses against bacterial pathogens	Paweł Paszek	IPPT PAN
10	AI-based, recognition and quantification methods of tumor-infiltrating lymphocyte evaluation in the breast cancer tumor microenvironment based on multicenter standardized stained tissue section images to verify its role as a prognostic factor of relapse	Anna Korzyńska Dorota Pijanowska	IBIB PAN
11	Regulated cell death modes in viral infections	Tomasz Lipniacki	IPPT PAN

Doctoral School

Information and Biomedical Technologies

Polish Academy of Sciences

Proposed topics of doctoral dissertations 2023/2024

Research work offer for PhD students proposed by IDEAS NCBR