“…Recently, nanocoatings based on polymer matrices and inorganic nanoparticles have garnered attention from scientists and producers due to their exceptional advantages, including high transparency, reflective index, hardness, elastic modulus, tensile strength, and thermal stability. Incorporating nano-additives such as zinc oxide [1], titanium oxide [2], graphene oxide [3], zirconium oxide [4,5], silica [6], etc., can significantly enhance the properties of coatings due to their high specific surface area [7]. Among these nanoscale additives, zirconium oxide (ZrO 2 ) nanoparticles exhibit excellent physical, chemical, and mechanical properties [8,9].…”