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

