Proposed topics of doctoral dissertations

 

INFORMATION AND COMMUNICATION TECHNOLOGY

 
 No Topic Supervisor Institute
1

Exploring segmentation of data for deep learning

Łukasz Dębowski IPI PAN
2

Interaction Information and its usage in Genome Wide Interaction Studies

Jan Mielniczuk

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

Discovery of the source of gene expression variation in cell populations – analysis of the associations between

epigenetic signals and the three-dimensiofnal structure of chromatin 

Michał Dąbrowski  IPI PAN 
6 Verification of Socio-Technical Models of Multi-Agent Systems and E-Voting Protocols

Wojciech Jamroga

Wojciech Penczek

IPI PAN
7

Anatomical and behavioral silhouette biometrics for age and activity determination with application to detection of

illegal internet contents

Andrzej Pacut

NASK-PIB
8 Development of Hybrid Machine Learning Tools with the Use of Graph Theory Methods Marek Gągolewski IBS PAN
9 Linguistic summarization of speech signal for mental disorders monitoring 

Olgierd Hryniewicz

Katarzyna Kaczmarek-Majer

 IBS PAN
10 Hybrid methods of learning deep structures of neural networks Piotr A. Kowalski  IBS PAN 
11 Object and Event Identification in Video Guided with Natural Language Processing of Video Content Description

Szymon Łukasik   

Anna Wróblewska

IBS PAN 
12

Automatic generation/modification of maintenance schedules of technical systems on the basis of

real-time operational data

Jacek Malinowski  IBS PAN 
13

Algorithmic approach to developing/improving safety procedures in complex environments in the presence of

multiple hazards

Jacek Malinowski  IBS PAN 
14 Pricing European options on the Bitcoin market Piotr Nowak IBS PAN 
15 Generalized versions of the strong law of large numbers for intuitionistic fuzzy random variables Piotr Nowak IBS PAN 
16 The structure and dynamics of aquatic ecological networks

Karol Opara   

Mateusz Iskrzyński 

IBS PAN 
17 Interpretable benchmarking for metaheuristic optimization Karol Opara IBS PAN 
18 Modelling aquatic food webs with graph neural networks Karol Opara IBS PAN 
19 Next Generation Internet of Things based on Autonomic Computing and Frugal AI

Marcin Paprzycki   

Maria Ganzha     

Katarzyna Wasielewska           

IBS PAN
20   Image segmentation – combining neural and semantic approaches

Marcin Paprzycki     

Maria Ganzha   

IBS PAN
21   Semantic technologies and machine learning in development of intelligent systems

 Marcin Paprzycki     

Maria Ganzha  

Katarzyna Wasielewska

Paweł Szmeja

IBS PAN 
22   Algorithms for solving large-scale problems of discrete optimization with the use of artificial intelligence  Dmitry Podkopaev IBS PAN 
23   Multiple criteria decision making in medicine, management, engineering and environmental planning  Dmitry Podkopaev IBS PAN 
24   Modelling, Robust Design and Control of Gas Networks

 Jan Sokołowski 

 Katarzyna Szulc

IBS PAN 
25   Simulation of imprecise rare catastrophic events in insurance system Maciej Romaniuk  IBS PAN 
26 Fuzzy approach in simulation of malfunctions of elements of networks Maciej Romaniuk IBS PAN
27 Transmission efficiency and reliability in neural networks inspired by brain architectures. Information Theory approach

Janusz Szczepański

Agnieszka Pręgowska

IPPT PAN
28

Effective classifiers of biomedical signals derived from the Information Theory

Janusz Szczepański

Agnieszka Pręgowska

IPPT PAN
29

Computer vision-based civil infrastructure monitoring using physics-based graphics models

Bartłomiej Błachowski

IPPT PAN
30

Computationally efficient algorithm for large-scale structural topology optimization subject to stress constraints

Bartłomiej Błachowski

IPPT PAN
31

Inter-atomic potentials for numerical optimization of 2D materials

Tadeusz Burczyński

Piotr Chudziński

IPPT PAN
32

Local densities of states in periodic nanostructures

Michał Giersig

Piotr Chudziński

IPPT PAN

 

 

 

MEDICAL SCIENCES AND BIOMEDICAL ENGINEERING

 
 No  Topic  Supervisor  Institute
1 Nature-Inspired nanostructured materials for advanced biomedical applications Filippo Pierini IPPT PAN
2        

 Barrier membranes with prolonged drug release for dental application

Paweł Sajkiewicz

Dorota Kołbuk-Konieczny 

 IPPT PAN
3 Mucoadhesive polymeric systems for controlled drug delivery

Paweł Sajkiewicz

IPPT PAN 
4 Composite polymer systems with the use of a hydrogel for the regeneration of cartilage

Paweł Sajkiewicz

Dorota Kołbuk-Konieczny 

IPPT PAN 
5 Composite of nanocellulose-based hydrogels in the regeneration of cartilage tissue

Paweł Sajkiewicz

IPPT PAN
6

Electro-conducting nanoarchitectures to assemble (bio)electrocatalytic structures as basis for efficient and stable biofuel cells

Kamila Sadowska

IBIB PAN
7

Deciphering of biochemical signaling with systems biology and bioinformatics approaches

Michał Komorowski

IPPT PAN
8

Analysis of non-genetic sources of cell-to-cell heterogeneity as a potential cause of selective resistance of cancer cells

Michał Komorowski

Jarosław Walczak

IPPT PAN