A method for preparing high-use temperature, light-weight polymer/inorganic nanocomposite materials with enhanced thermal stability and performance characteristics, which comprises treating a polymer/inorganic nanocomposite material with oxygen plasma under conditions which result in a thin, protective, ceramic-like layer at the surface of the thus-treated nanocomposite material.