Variability in properties poses challenges in the synthesis of nanomaterials. Achieving uniformity in size, shape, and surface characteristics is critical for reproducible results. Advanced synthesis techniques such as chemical vapor deposition (CVD) and atomic layer deposition (ALD) are employed to minimize variability and produce high-quality nanomaterials.