Sample preparation is a critical step in chemical characterization. The sample must be representative of the material being studied and prepared in a way that preserves its original properties. Techniques such as drying, grinding, and dispersing in solvents are commonly used. For some analyses, samples may need to be coated with conductive materials or embedded in a matrix.