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AI methods in electron and fluorescence microscopy

New generations of electron microscopes and super-resolution fluorescence microscopes, combined with deep learning methods, offer unprecedented possibilities for the analysis of material and biological samples. During the placement, students will learn about reconstruction methods such as deconvolution and super-resolution, and gain insight into methods for automatic segmentation, detection and trekking of large numbers of small…

Segmentation of 2D biological objects

Segmentation of 2D biological objectsThe focus of the proposed work is the development of computer vision methods with an emphasis on object segmentation in 2D data. In collaboration with microbiologists, data will be analysed with specific tasks. The study will include the selection of appropriate metrics to compare the performance of different segmentation methods. Based…

Artificial intelligence and various forms of automated driving

Development Simulation systems based on mathematical-physical models; Learning Methods Applicable to Quantitative and Qualitative Data, SW measuring and evaluation e.g. Matlab, Simulink, IAR for all ARM processors series, various HIL tools/devices/dataloggers for testing communication on vehicle bus like CAN, vehicle demonstrators based on Skoda platform, various SDK´s for embedded systems. Development new concept Human Machine…

Bayesian Network Analysis of Conspiracy and Disinformation Narratives

In a recent opinion survey conducted by Czech Radio, the Institute of Sociology of the Czech Academy of Sciences, and the Investigace.cz website, several questions were asked about belief in conspiracy theories, trust in institutions, and media consumption. A number of psychological variables were also included in the survey. The aim of the work is…

Unlocking the Potential of 2D Materials

Are you fascinated by the potential of emerging 2D materials and their diverse applications across various fields? Join us in exploring the extraordinary features of these materials and unlocking their full potential! At our lab, we focus on the tuning of the properties of 2D materials to optimize their performance for specific applications. One of…

Photoswitches – graphene functionalization using chiral organic molecules

In the current project, we are particularly interested in the covalent attachment of small organic molecules to 2D materials[i] and the linking of the latter via the former. While in most of our projects, the organic molecules used for surface modification are commercially available or readily available from such, some projects require more extensive synthetic efforts.…

Photovoltaic devices and light emitting diodes

This topic connected with fabrication of solar cells, photodiodes, emitting diodes. The student will get acquainted with vacuum technology, thin film deposition methods in vacuum as well as by spin coating method. The student will start to work with vacuum setups for thin film deposition. As a result of the work, a device (photodiode or…

Supercapacitors based on 2D material Ti3C2 MXene

This topic connected with energy storage. In this project, student will use the 2D Ti3C2 MXene flakes for fabrication of supercapacitor. MXene is a new 2D material and has unusual electronic, mechanical and optical properties. The student will know the principle of the supercapacitor as well as how to fabricate it. The main parameters of…

Self-cleaning surfaces by laser micro and nanostructuring

The optimal combination of surface topography and chemistry will result in superhydrophobic properties on hard-to-process materials. These properties will be further tested for self-cleaning behavior by the fast camera and image analysis. The candidate will learn the basics of laser technology, learn general information about other technologies. The student will work on literature research and…

Laser nanostructuring for medical applications

State-of-the-art multi-beam and beam-shaping techniques will be utilized for the development of functional surface micro and nanostructures. These structures will be evaluated with respect to anti-bacterial or anti-microbial properties and cell growth. The candidate will learn the basics of laser technology, learn general information about other technologies. The student will work on literature research and…