About us

A unique mix of expert knowledge and experience on a global scale.

We are a group of experts associated with the Faculty of Mathematics and Computer Science of the Jagiellonian University. In our team, we combine the competence of theoreticians and practitioners using solid mathematical foundations and a passion for machine learning to develop proprietary automatic data analysis technology without modeling.

Sampled vector fields at the service of data analysis

Our team worked on developing an effective, combinatorial-topological approach to the automated numerical analysis of global dynamics, with particular emphasis on experimentally sampled dynamical systems. As part of this work, we were able to develop completely new techniques for describing and automatically analyzing sampled vector fields from both numerical simulations and physical observations.

Meet our team

Marian Mrozek

Research group leader

Mateusz Juda

Post-doc, R&D investigator, algorithms design, software engineering

Tomasz Kapela

algorithms design, software engineering

Bogdan Batko

algorithms design

Michał Lipiński

PhD student, algorithms design, software engineering

Mateusz Przybylski

PhD student, algorithms design, software engineering

Contact us

We plan to further develop our technology based on cooperation with industrial partners potentially interested in our data analysis methods. We are aware that our technology requires adaptation to industrial conditions.

This can only take place on the basis of long-term cooperation between science and industry.

Email
mateusz.juda@ii.uj.edu.pl

Visit us

Division of Computational Mathematics
of the Jagiellonian University

ul. prof. Stanisława Łojasiewicza 6
30-348 Kraków