Mission of the group - to foster and to develop the competencies of researchers in the area of nonlinear systems, accenting the international level of research activities, and the attraction of new talents. Nonlinear systems – models, methods and algorithms, properties of systems and their applications.Modelling of nonlinear dynamical systems – the construction of phenomenological and approximating models, parameter identification problems, the construction and solution of inverse problems.Time series analysis and applications – numerical and analytical reconstruction of models governing the evolution of time series and projecting their properties into the future – including segmentation of time series and digital images.Dynamic visual cryptography in information hiding applications and testing of the human visual system.
Vision of the group - the growing team of researchers carrying out internationally ambitious research in the area of nonlinear systems. Research activities are consolidated in the following directions:
- Nonlinear, complex, chaotic systems and their applications.
- Development and application of mathematical models in biomedicine.
- Solitary solutions to nonlinear differential equations and applications.
- Development and application of mathematical algorithms in engineering, including deep learning algorithms for early fault identification.