This school aims to introduce PhD students (and early career scientists) in Physics, Mathematics and Computer Science to various aspects of the spectral theory of linear and nonlinear operators on networks. During the school we will explore the intricate relations between graphs models in Physics, Mathematics and Computer Science and point out similarities between those apparently different research directions which are all combined in the interdisciplinary area of networks.