Considering the high thermal conductivity of metal nanofluids and carbon-based nanomaterials as well as the promoting effect of surfactant on hydrate formation, in this study, first, graphyne was coated on the surface of CuNW by in situ growth, and then the surface of intermediate CuNW@GDY