Theory -- A Short Ergodic Theory Refresher -- Notes on Spectral Theory, Mixing and Transport -- Complexity, Fractal Dimensions and Topological Entropy in Dynamical Systems -- Working with Complexity Functions -- SRB distribution for Anosov maps -- Dynamical Systems Theory of Irreversibility -- Aspects of Open Quantum System Dynamics -- Energy Surfaces and Hierarchies of Bifurcations -- Phase-Sp…