Modern engineering systems increasingly operate at elevated temperatures to achieve greater efficiency and performance. However, continuous exposure to extreme heat can compromise structural stability and reduce component longevity. To overcome these limitations, industries rely on protective coating solutions that shield critical parts from thermal stress and oxidation....