Main contents

Tools and Frameworks

System Theory

  • Understanding abstractions and limits of systems
  • Emphasis on model scalability, balance between linearity and nonlinearity
  • Tools for capturing essence of dynamic feedback phenomena

Multivariate Statistics

  • Determining models for observation data in a consistent way
  • Mastering high-dimensional phenomena, finding latent structures
  • Key to reach semantics and control the emergent order

New Languages

  • New concepts are needed to capture complex phenomena
  • New formalisms are needed to functionalize them
  • On the other hand, algorithms can be expressed and analyzed as dynamic systems

Next: Research Blooms