Institute of Information Theory and Automation

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Doc. RNDr. Martin Janžura, CSc.

This person is no longer active at UTIA.
research fellow
Research interests: 
limit theorems for random fields and processes, image processing, information - theoretic methods in probability and statistics
Publications ÚTIA: 
2016-08-30 10:04

Person detail

Duration: 2009 - 2011
The aim of the project is to develop several aspects of the theory of Gibbs states and phase transitions of lattice models. Gradient lattice models, where the challenge is to understand the case of non-convex potentials, will be studied by means of multiscale analysis and a refinement of cluster expansions.
Duration: 2008 - 2009
Investigation limit behaviour of zero range processes in random environment, invariant principles for stationary stochastic processes; formulating and structuring problem. Development of methods enabling advanced description of asymptotics of particle systems under investigation, derivation of results and applications; organizing workshop on limit theorems and particle systems in Prague.
Duration: 2006 - 2008
Phase transitions of complex systems are studied with help of probabilistic and analytic methods. The techniques of Pirogov-Sinai theory and cluster expansion are further developed and applied.