RECRUITMENT LIMITS FOR THE DOCTORAL SCHOOL IN THE ACADEMIC YEAR 2026/2027

 

Proposed topics of doctoral dissertations 2026/2027

 

 

Recruitment for doctoral studies in cooperation with IDEAS NCBR

 

 

Research work offer for PhD students proposed by IDEAS NCBR

 

 

BIOMEDICAL ENGINEERING AND MEDICAL SCIENCES

NoTopicSupervisorInstitute
  Piezoelectric biodegradable scaffolds for chronic wound healing Paweł Sajkiewicz IPPT PAN
  Stimuli-responsive polymer hydrogels for the regeneration of post-infarction myocardium Paweł Sajkiewicz IPPT PAN
  Polymeric scaffolds for anticancer therapies Dorota Kołbuk-Konieczny IPPT-PAN



INFORMATION AND COMMUNICATION TECHNOLOGY

NoTopicSupervisorInstitute
  Applied cryptography and privacy protection Mirosław Kutyłowski Przemyslaw Kubiak NASK PIB
  AI-Driven Solutions for Early Pancreatic Cancer Diagnosis and Therapy Agnieszka Pręgowska IPPT PAN
  Computationally efficient algorithm for large-scale structural topology optimization subject to stress constraints Bartłomiej Błachowski IPPT PAN
  Computer vision-based civil infrastructure monitoring using physics-based graphics models Bartłomiej Błachowski IPPT PAN
  Detection of human psychological states and traits using AI, based on movement track-ing in immersive VR environments Cezary Biele OPI PIB
  Adversarial Robustness of Neural Text Classifiers: Exploring Languages, Sources and Evaluation

Maciej Ogrodniczuk   Piotr Przybyła 

 IPI PAN
  Distribution shift inference Jan Mielniczuk IPI PAN
  Transmission efficiency and reliability in neural networks inspired by brain architectures. Information Theory and Machine Learning Approach Agnieszka Pręgowska, Janusz Szczepański IPPT PAN
  Performance evaluation of tradeoffs between resiliency, reliability and energy efficiency in low power long range wireless networks Krzysztof Grochla IITiS PAN
  Interpretability of Deep Reinforcements Learning Agents Przemysław Sekuła IITiS PAN
  Model Checking Parametric Timed Strategic Abilities

Wojciech Jamroga  Wojciech Penczek
Laure Petrucci

    IPI PAN     LIPN, CNRS Universite Sorbonne
  Implicit neural representations for biomedical image analysis Michał Byra IPPT PAN
  KAN-based anomaly detection in IoT and engineering systems Joanna Kołodziej NASK PIB
  Deep Reinforcement Learning and Game-Theoretic Frameworks for Solving Complex Multi-Agent Environments Agnieszka Pręgowska IPPT PAN
  Morphosyntactic speech patterns as markers of the early stages of dementia (using corpus analysis and LLM models) Agnieszka Mykowiecka IPI PAN
  Neuro-symbolic integration of Large Language Models and Knowledge Graphs for clinical reasoning in acute and rare conditions 

       Jan Mielniczuk        Michał J. Dąbrowski

 IPI PAN