Models of Randomness and Complexity, from Turbulence to Stock Markets

Inspired by the increasing complexity of statistical models for turbulence and stock markets, the author presents some reflections on the very notion of a model and illustrates some relations between physics and aesthetics. He argues that aesthetic emotions arise from a delicate balance between regularity and surprise.