Performance metrics vary depending on the application. For instance, in energy storage applications, the capacity, charge/discharge rates, and cycle stability of nanomaterials are important. In catalysis, turnover frequency and selectivity are critical performance indicators. Advanced characterization techniques such as scanning electron microscopy (SEM), transmission electron microscopy (TEM), and atomic force microscopy (AFM) are often employed to assess the properties and performance of nanomaterials.