Research Areas:
| # | Research Area | Scientific discipline |
|---|---|---|
| 61 |
Convergence of high-performance computing and machine learning. Development of distributed programming methods, techniques and environments, with particular emphasis on machine learning solvers and their integration into classic HPC solutions used in a cluster, grid and cloud environments in relati…
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|
Information and Communication Technology |
| 62 |
The aim of the research is to develop the theory of floating-point calculations for elementary and special functions, using "magic constants" (bit-manipulation technique) for various formats - fp16, fp32, fp64. Development of a modern theory of approximation of such functions by algebraic polynomia…
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|
Information and Communication Technology |
| 63 |
Applications of Artificial Intelligence (AI, such as deep learning) in the field of technical and environmental sciences, including the analog systems diagnostics (for instance, audio amplifiers or RIAA correctors), exploration of human musical taste based on the analysis of acoustic features of so…
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|
Information and Communication Technology |
| 64 |
software engineering, bioinformtics, artificial intelligence, data fusion
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|
Information and Communication Technology |
| 65 |
The research will be related to the systems for non-intrusive monitoring of elderly persons; in particular – the systems based on the radar sensors and depth sensors. The research will be focused on the development of new methods for: • the analysis of movements of monitored persons; • the predicti…
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|
Information and Communication Technology |
| 66 |
Integration of knowledge and ICT systems.
The development of ICT infrastructure as a key layer of civilization will follow several basic directions.
At the technological level, it is the integration of more and more distant functionalities, virtualization, development
of structural components, m…
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|
Information and Communication Technology |
| 67 |
bioinformatics, big data, distributed computing, machine learning
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|
Information and Communication Technology |
| 68 |
computer vision (SLAM, visual search), machine learning (deep learning, generative models, continual learning), representation learning (binary descriptors).
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|
Information and Communication Technology |
| 69 |
cyber security, network security, information hiding techniques, analysis of cyber threats and their countermeasures, security mechanisms
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|
Information and Communication Technology |
| 70 |
Speech signal analysis to detect the emotional state of the speaker.
The research task includes a comprehensive speech signal analysis to identify the speaker's emotional state. Data processing algorithms include analyzing static and dynamic signal features and selecting the best ones. Machine lea…
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|
Biomedical Engineering |
| 71 |
Analysis of physiological signals to detect fatigue.
The research task requires developing and constructing a test stand that enables the acquisition of various physiological signals at different stages of user fatigue. It is planned to use the following signals: electroencephalographic (EEG), ele…
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|
Biomedical Engineering |
| 72 |
The research topic includes the development of algorithms for the processing and analysis of physiological signals, including EEG, for the purpose of the detection and prediction of epileptic seizures. The research will also cover the location of the sources of epilepsy. An important aspect of the …
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|
Biomedical Engineering |
| 73 |
Mathematical modelling of biomateials and materials, simulations of phenomena in living tissues, finite element analyses of materials and tissues behaviour, finite element analyses of phenomena taking place during flow of newtonian and non-newtonian fluids, application o finite element method in re…
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|
Biomedical Engineering |
| 74 |
The research will be related to the systems for non-intrusive monitoring of elderly persons; in particular – the systems based on the radar sensors and depth sensors. The research will be focused on the development of new methods for: • the analysis of movements of monitored persons; • the predicti…
More
|
Biomedical Engineering |
| 75 |
vibroacoustics, noise and vibration propagation, minimization of vibrations and noise, technical diagnostics
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|
Biomedical Engineering |
| 76 |
The topic is related to the search for new materials for tissue reconstruction. We will focus on polymers containing glycerin and unsaturated polycarboxylic acids in their structure. Such materials can be easily introduced into aza- and thio-Michael reactions under mild conditions. As a result of t…
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|
Chemical Engineering |
| 77 |
Synthetic and modified biopolymers. Research on the synthesis and physical (blend, composite) and chemical modification (block and branched copolymers, degradation, chain extension) of synthetic (PLA, PHA, PBAT, etc.) and natural (cellulose, starch, chitosan) biopolymers. The use of natural, waste …
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|
Chemical Engineering |
| 78 |
Controlled methods of polymer synthesis. Research on the synthesis of polymer molecules using controlled polymerization methods (ATRP, AREGET ATRP, RAFT - in cooperation, ROP of lactones, cyclic carbonates and ethers) and chain grafting (click chemistry, coupling with DCC / EDC, etc.) in combinatio…
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|
Chemical Engineering |
| 79 |
Hybrid polymers and composites. Synthesis and structural characterization of hybrid polymers based on metal carboxylates or organophosphates. Correlation of physicochemical properties and morphology with the structure of the organic substituent. Application in synthesis (as reactive polymers), modi…
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|
Chemical Engineering |
| 80 |
Recycling and processing of plastics. Study of the impact of cycles in mechanical recycling on the change of mechanical properties (tensile, bending and compressive strength as well as impact tests) and rheological properties (plastometer, rheometer). Counteracting the loss of properties by the add…
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|
Chemical Engineering |