Differential operators of fractional order have been studied since 1832. Recently, a certain subclass has gained a lot of attention.
These operators are related to semi-groups and stochastic processes in a natural way. In the talk we will introduce these operators and present basic results as well as recent developments for linear and nonlinear equations. The talk is tailored to a general audience of mathematicians.