The structuralist approach represents the relation between a model and physical system as a relation between two mathematical structures. However, since a physical system is prima facie not a mathematical structure, the structuralist approach seemingly fails to represent the fact that science is about concrete, physical reality. In this paper, I take up this problem of lost reality and suggest how it may be solved in a purely structuralist fashion. I start by briefly introducing both the structuralist approach and the problem of lost reality and discussing the various (non-structuralist) solutions that have been proposed in the literature. Following this, I decompose the problem into the ontological mismatch and specification problems. In r...