Sobolev spaces are mathematical constructs used to analyze the properties of functions that possess weak derivatives, extending the concept of differentiability to a broader class of functions. They are essential in the study of partial differential equations and functional analysis, providing a framework for understanding the regularity and integrability of solutions.