Surface modifications are crucial for improving nanoparticle dispersion. Techniques such as functionalization and coating with surfactants or polymers can enhance compatibility with the matrix and prevent agglomeration. For example, functionalizing carbon nanotubes with carboxyl groups can improve their dispersion in polar solvents.