In this work we conduct a close-up investigation into the nature of near-field heat transfer (NFHT) of two graphene sheets in parallel-plate geometry. We develop a fully microscopic and quantum approach using nonequilibrium Green’s function method. A Caroli formula for heat flux is proposed and numerically verified. We show our near-field-to-black-body heat flux ratios generally exhibit dependence, with an effective exponent , at long distances exceeding 100 nm and up to one micron; in the opposite limit, the values converge to a range within an order of magnitude. We justify this feature by noting it is owing to the breakdown of local conductivity theory, which predicts a dependence. Furthermore, from the numerical result, we find in addition to thermal wavelength, , a shorter distance scale 10 - 100 nm, comparable to the graphene thermal length () or Fermi wavelength (), marks the transition point between the short- and long-distance transfer behaviors; within that point, relatively large variation of heat flux in response to doping level becomes a typical characteristic. The emergence of such large variation is tied to relative NFHT contributions from the intra- and inter-band transitions. Beyond that point, scaling of thermal flux can be generally observed.

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