There are several methods to synthesize nanoscale abrasive particles, including chemical vapor deposition (CVD), sol-gel processes, and mechanical milling. Each method has its advantages and is chosen based on the desired properties of the final product. For instance, CVD is often used for creating diamond abrasive particles due to its ability to produce high-purity material.