To mitigate compatibility issues: - Surface Modification: Coating or functionalizing nanomaterials to make them more chemically stable. - Using Stabilizers: Adding stabilizers or surfactants to prevent aggregation and improve dispersion. - Controlled Environments: Conducting reactions in inert atmospheres or using specific solvents to avoid undesired reactions.