Topological phases of matter is a new and quickly growing field in condensed matter physics. The fundamental ideas of this field are heavily inspired by high-energy physics and cosmology, and it is concerned with topologically protected properties of materials and devices, which are intrinsically robust against small perturbations. Research in this direction promises us a deeper understanding of the connections between the different fields of physics and also alluring practical applications like a fault-tolerant quantum computer based on non-Abelian Majorana zero modes. In this thesis we address problems from the whole spectrum of topological matter: topological insulators, topological semimetals and topological superconductors. ...