Úroveň pokročilosti: Advanced Topic

Deep learning tools for gravitational wave science

The discovery of gravitational waves has brought a revolution in modern physics, opening up a new observational window into the Universe. In this project, the student will work on the development of machine learning tools for the detection and statistical analysis of gravitational waves from the mergers of black holes or neutron stars, using cutting-edge…

Deep learning the stock market

Machine learning offers new and exciting tools to analyse broad topics in financial time series. In particular, understanding stock market trends are necessary for informed investment decisions. During this placement, the student will harness the power of state-of-the-art deep learning algorithms to understand market trends and forecast stock prices. The results will provide insights on…

Preparation and Optimization of Inorganic Crystals for the Detection of Ionizing Radiation

During the internship, the student will become familiar with the characterization and preparation of crystals for scintillation detectors of ionizing radiation. The crystals will be prepared using the modern micro-pulling-down method, which is currently available only at the Institute of Physics of the Czech Academy of Sciences. The influence of composition (stoichiometry) of gadolinium-gallium-aluminum garnet-based…

Bulding ECG Databases

The task is to create a general ECG database – explore and choose the proper database platform (SQL/NoSQL), create the design as the diagram scheme, and finally implement the database on a server and fill it up with data.  Skupina Umělá inteligence a medicínské technologie, oddělení Medicínské signály/Group of Artificial Intelligence and Medical Technologies https://www.isibrno.cz/cs

Application of Molecular Dynamics in Materials Research

Molecular Dynamics (MD) is a computer simulation method that describes the motion of atoms and molecules. The trajectories of atoms and molecules are typically determined by numerically solving Newton’s equations of motion for a system of interacting particles, where the forces between particles and their potential energy are often calculated using interatomic potentials or molecular…