This document discusses the synthesis of high molecular weight poly(sodium methacrylate)/magnetite nanocomposites aimed at enhanced oil recovery applications. Various functionalized and non-functionalized magnetite nanoparticles were prepared, and their encapsulation within the polymer matrix led to improved thermal stability. The results, characterized by techniques such as FTIR and TEM, highlight the potential of these nanocomposites in industrial applications, particularly in oil production.