Group leader: Professor Leszek Roszkowski
Leszek Roszkowski possesses expert knowledge and skills in numerical computations and the application of statistical methods, particularly Bayesian statistics and Markov Chain Monte Carlo methods for scanning multidimensional parameter spaces and data analysis in a multimessenger approach. His expertise also extends to signal analysis, the development of tools, and scientific software.
The group will focus on developing software for R&D tasks, emphasizing support for other AC groups with methodologies in scientific software engineering, algorithm design, mathematical modeling, high-performance computing, and machine learning. The group will collaborate with Electronics, Seismic and Environmental Sensors Group in developing new data processing algorithms and with Medical Physics and Radiation Detectors Group in data analysis and new methods for optimizing image reconstruction for PET scanners, aiming to minimize computation time. It will also develop software for other tomography applications.
Prof. Leszek Roszkowski – group leader