In the field of advanced data analysis and simulations, IT4Innovations is engaged in big data processing and analysis as well as simulations for various practical applications. They include, for example, support for management and decision making in emergency situations, smart navigation, traffic load prediction, flood propagation modeling, smart cities, bioinformatics, and reliability analysis. Moreover, we are involved in the field of programming models for distributed applications and their efficient implementation.


Smart City and traffic modeling

  • implementation and modification of algorithms for traffic modeling
  • global approach to transport infrastructure
  • smart navigation
  • urban traffic flow management
  • optimization problems: optimization of distribution/ collection of goods to customers
  • interaction of traffic modeling with other topical areas (floods, pollution)

Production and inventory management

  • efficient material flow management
  • sales prediction based on sales history data
  • inventory optimization
  • statistical methods for time-series analysis

Crisis/Emergency management support: Floreon+

  • hydrological monitoring and modeling
  • monitoring of current traffic situation
  • modeling of dangerous substances discharge
  • population mobility monitoring
  • detection of soil movements
  • modeling of crisis situations interactions


  • genomics and molecular diagnostics in cooperation with professionals from the health sector and academia
  • development and testing of bioinformatics tools
  • interfaces for accessing the computing infrastructure

Radar Earth observation

  • identification of landslide activity
  • monitoring of vertical movements of structures
  • mapping of inundated areas through clouds
  • evaluation of vegetation changes such as deforestation

Bioimage analysis

  • processing of large bioimage datasets
  • parallelization of light sheet microscopy data processing
  • extending the FIJI platform for bioimage data analysis with a module for processing of data using HPC